Curriculum Vitae

ASSOCIATE PROF. IR. TS. DR. LAI KHIN WEE

Associate Professor
  • Department of Biomedical Engineering
    Faculty of Engineering
  • lai.khinwee
  • +60379677627

BIOGRAPHY

Dr. Lai received his Ph.D. from Universiti Teknologi Malaysia (UTM) and Technische Universität Ilmenau under the DAAD Ph.D. Sandwich Programme, and was conferred the prestigious Chancellor Award by the Queen of Johor. He is currently an Associate Professor and Head of the Department of Biomedical Engineering at Universiti Malaya, as well as the Chief Technology Officer (CTO) of BioSight Sdn Bhd, a spin-off company of Universiti Malaya.

Dr. Lai has been instrumental in fostering industry-academic collaborations, leading multiple industrial consultation projects. His contributions to science and technology, particularly in medical engineering, have been significant. His research focuses on the development of innovative biomedical devices, including a portable, non-invasive scoliosis detection system and a point-of-care device for knee osteoarthritis diagnosis using vibroarthrography (VAG). More recently, he has pioneered novel machine learning approaches for automated cartilage pattern recognition in magnetic resonance imaging (MRI), reducing the need for extensive human intervention. His work has gained substantial interest from both local and international industries.

Recognized for his excellence in research and education, Dr. Lai has received more than 30 prestigious international and national awards. These include multiple Special Awards and Gold Medals, as well as Best of the Best Awards from ITEX, MTE, i-ENVEX, AiNEX, PECIPTA, and BioMalaysia Expo, among others. He has also represented Universiti Malaya in global competitions such as iCREATe in Singapore, Thailand, and Japan. Additionally, he has been honored with accolades such as the Best Presentation Award from Fukuoka University (Japan), the Best Sustainable Prototype Award at Digital Wonderland Singapore Expo 2019, an Honorable Mention Award at NSIEC 2020 (Taiwan), and the First Runner-Up Award at the Brunei Crown Prince CIPTA 2021 competition. In recognition of his achievements, he was elected as a Member of the Young Scientists Network - Academy of Sciences Malaysia (YSN-ASM) in 2021 and as a board member of the World Academy of Sciences (TWAS) Young Affiliates Network (TYAN).

Dr. Lai has authored over 140 peer-reviewed publications indexed in ISI/Web of Science (WoS) and Scopus, with an h-index of 22. His work has led to the granting of 17 patents and intellectual property rights. As principal investigator or co-researcher, he has successfully completed 22 funded projects and is currently leading 13 ongoing research initiatives supported by government agencies, industry partners, and international collaborators.

As a credentialed engineer, Dr. Lai is a registered Professional Engineer with a Practicing Certificate (PEPC) at the Board of Engineers Malaysia (BEM) and holds several esteemed engineering titles, including Fellow of Engineers Australia (FIEAust), APEC Engineer (IntPE Australia), Chartered Professional Engineer (CPEng, NER Australia), Fellow and Council Member of the Institution of Engineers Malaysia (IEM), Senior Member of IEEE (USA), Member of the Institution of Engineering and Technology (IET), Chartered Engineer (CEng, UK), and Professional Technologist at the Malaysia Board of Technologists (MBOT).

Dr. Lai is actively involved in academic and professional service, serving as a Technical Programme Committee (TPC) member and reviewer for over 50 international conferences, workshops, and journals. He has delivered more than 20 keynote and invited talks at international conferences. Additionally, he serves on the editorial boards of several indexed journals, including as Associate Editor of IEEE Access and IET Image Processing, and as Lead Guest Editor for journals such as Multimedia Tools and Applications and Current Medical Imaging.

Beyond his academic and research endeavors, Dr. Lai plays a pivotal role in engineering education. He is the key resource person for curriculum development and accreditation reviews (EAC/MQA/QMEC) in his department and serves as an Accreditation Panel member under the Board of Engineers Malaysia. In 2018, he was appointed as a Fellow under the Ministry of Education Malaysia’s CEO@Faculty Programme, working with C-suite executives at PLUS Malaysia Berhad on digital innovation strategies for IR4.0 transformation. He played a key role in developing commercial strategies for the PLUS Video Analytics (VA) Infrastructure, a project with an investment exceeding RM20 million.

Dr. Lai’s research excellence has been recognized with numerous awards, including the ACU Fellowship by the Association of Commonwealth Universities (UK) in 2021 for his research on hospital readmission risks among recovered COVID-19 patients. He was also honored with the IEM Young Engineer Award 2021, the IEEE-EMBS Early Career Achievement Award 2021, and the BEM Malaysia Most Prominent Young Engineering Leader Award (Tokoh Muda) 2022, presented by the Prime Minister of Malaysia. In 2024, he received the Anugerah Penyelidik Muda Cemerlang (Bidang Sains) from Universiti Malaya.

As the head of the Advanced Analytics Research Group at the Medical Imaging Laboratory, Dr. Lai has supervised 62 postgraduate students (18 PhD, 8 MSc, and 19 MEng completed; 15 PhD and 2 MSc ongoing). His research team has secured over RM4 million in funding for healthcare technology, medical imaging, and bioinstrumentation projects. His innovations have led to the development of clinically impactful diagnostic prototypes, including OsteoKneeKit™ and Scoltech™, both of which are currently undergoing commercialization. The Scoltech™ project has been approved under the UM Deep Tech Accelerator Programme with RM50,000 in seed funding, with Dr. Lai serving as CTO.

Additionally, Dr. Lai contributes as an external examiner for PhD and MSc dissertations, both locally and internationally, and serves as a professional mentor for IEM (Malaysia) and Engineers Australia. He is also an external assessor for higher learning accreditation frameworks, an advisor for industry-academic liaison units, and a board member for Universiti Sains Islam Malaysia’s (USIM) new technologist programme. Furthermore, he serves on the Disciplinary Committee Panel of the Advocates and Solicitors Disciplinary Board (ASDB) under the Bar Council Malaysia.

 

ACADEMIC QUALIFICATION

  • PhD (BioMedical), (Kejuruteraan Bioperubatan)
    Universiti Teknologi Malaysia (UTM)
  • BEng (Hons)(BioMedical), (Kejuruteraan Bioperubatan)
    Universiti Teknologi Malaysia, Skudai

ADMINISTRATIVE DUTIES

  • Head of Department
    01 Jan 2024 - present (Department of Biomedical Engineering, Faculty of Engineering)
  • Committee Members
    01 Jul 2023 - 30 Jun 2026 (University Malaya)
  • Coordinator
    01 Jan 2014 - present (Department of Biomedical Engineering, Faculty of Engineering)
  • Acting Deputy Dean of Research
    01 Aug 2023 - 31 Dec 2023 (Deputy Dean (Research) Office, Faculty of Engineering)
  • Academic Advisor
    01 Nov 2016 - 01 Dec 2022 (Department of Biomedical Engineering, Faculty of Engineering)
  • JAWATANKUASA INDUSTRIAL AND INTER-INSTITUTIONAL COOPERATIONS UNIT (l3CU)
    01 Jul 2021 - 30 Jun 2022 (Department of Biomedical Engineering, Faculty of Engineering)
  • JAWATANKUASA RESEARCH GRANT MANAGEMENT UNIT (RGMU)
    01 Jul 2021 - 30 Jun 2022 (Department of Biomedical Engineering, Faculty of Engineering)
  • AHLI JAWATANKUASA BUKU PANDUAN PROGRAM IJAZAH TINGGI SESI 2021/2022, FAKULTI KEJURUTERAAN
    01 Jul 2021 - 30 Jun 2022 (Department of Biomedical Engineering, Faculty of Engineering)
  • Committee JKKJ
    01 Jan 2020 - 31 Jul 2021 (Department of Biomedical Engineering, Faculty of Engineering)
  • Master of Biomedical Engineering (Programme Coordinator)
    01 Mar 2017 - 31 Jul 2021 (Department of Biomedical Engineering, Faculty of Engineering)
  • Coordinator (Industry Training) for Biomedical Engineering Department
    25 Nov 2016 - 01 Oct 2018 (Department of Biomedical Engineering, Faculty of Engineering)
  • Coordinator Faculty (Research MSc & PhD)
    18 Aug 2017 - 18 Aug 2018 (Dean Office, Faculty of Engineering)
  • Coordinator
    01 Apr 2014 - 01 Apr 2017 (University Malaya)
  • Manager
    19 Dec 2013 - 31 Dec 2014 (University Malaya)

MEMBERSHIPS

  • DISCIPLINARY COMMITTEE PANEL OF ADVOCATES AND SOLICITORS DISCIPLINARY BOARD, BAR COUNCIL MALAYSIA., MEMBER
    2024 to present (National)
  • EDITORIAL BOARD OF BMC BIOMEDICAL ENGINEERING, EDITORIAL BOARD
    2023 to 2025 (International)
  • INSTITUTE OF ENGINEERS MALAYSIA - STANDING COMMITTEE ON FINANCE, MEMBER
    2023 to 2025 (National)
  • INSTITUTE OF ENGINEERS MALAYSIA - STANDING COMMITTEE ON ADMISSIONS AND PRACTICAL TRAINING (APT) , MEMBER
    2023 to 2025 (National)
  • COUNCIL MEMBER - ICT & MULTIMEDIA REPRESENTATIVE, IEM, MEMBER
    2023 to present (National)
  • AHLI BERSEKUTU MAJLIS PROFESOR NEGARA, MEMBER
    Since 2023 (National)
  • INSTITUTE OF ENGINEERS MALAYSIA - STANDING COMMITTEE ON EXAMINATIONS AND QUALIFICATIONS (E&Q) , MEMBER
    2023 to 2025 (National)
  • THE WORLD ACADEMY OF SCIENCES - YOUNG AFFILIATES (TWAS EAST AND SOUTH-EAST ASIA AND THE PACIFIC REGIONAL PARTNER.), MEMBER
    2022 to present (International)
  • ASEAN CHARTERED PROFESSIONAL ENGINEER, PROFESSIONAL ENGINEER
    Since 2021 (International)
  • GRADUATE TECHNOLOGIST, MEMBER
    Since 2021 (National)
  • INSTITUTION OF ENGINEERS MALAYSIA (IEM), FELLOW
    Since 2021 (National)
  • IEEE, OTHERS
    Since 2020 (International)
  • ASIA-PACIFIC ECONOMIC COOPERATION APEC INTPE, PROFESSIONAL ENGINEER
    Since 2020 (International)
  • ENGINEERS AUSTRALIA (EA) MENTOR, MENTOR
    Since 2020 (International)
  • BOARD OF ENGINEERS MALAYSIA, PROFESSIONAL ENGINEER
    Since 2015 (University)
  • ENGINEERS AUSTRALIA, FELLOW
    Since 2015 (International)
  • NATIONAL PROFESSIONAL ENGINEERS REGISTER, AUSTRALIA - CPENG, MEMBER
    Since 2015 (International)
  • INSTITUTION OF ENGINEERING AND TECHNOLOGY (IET UK) - CENG, CHARTERED ENGINEER
    Since 2014 (International)
  • THE INSTITUTION OF ENGINEERING TECHNOLOGY (IET UK), MIET, MEMBER
    Since 2014 (International)
  • IJN-UTM CARDIOVASCULAR ENGINEERING CENTRE, ASSOCIATE MEMBER
    Since 2013 (National)
  • MENTOR - ASIA PACIFIC WOMEN IN LEADERSHIP (APWIL) MENTORING PROGRAM, MEMBER
    2023 to 2024 (International)
  • YOUNG SCIENTISTS NETWORK - ACADEMY OF SCIENCES MALAYSIA, MEMBER
    2021 to 2024 (National)
  • ASSOCIATE EDITOR - IET IMAGE PROCESSING, CHIEF EDITOR/ EDITOR IN CHIEF
    2021 to 2024 (International)
  • PROFESSIONAL TECHNOLOGIST (TS.), MBOT, MEMBER
    2022 to 2023 (National)
  • EDITORIAL BOARD MEMBER, COMMITTEE MEMBER
    2021 to 2023 (International)
  • ASIAN COUNCIL OF SCIENCE EDITORS, MEMBER
    2021 to 2022 (International)
  • INSTITUTE OF ENGINEERS MALAYSIA (IEM) EDITORIAL BOARD COMMITTEE, COMMITTEE
    2020 to 2021 (National)
  • INSTITUTE OF ENGINEERS MALAYSIA (IEM) WEB PORTAL SUB-COMMITTEE CHAIRMAN , CHAIRMAN
    2020 to 2021 (National)
  • INSTITUTE OF ENGINEERS MALAYSIA (IEM) INFOPUB STANDING COMMITTEE , COMMITTEE
    2020 to 2021 (National)
  • INSTITUTE OF ENGINEERS MALAYSIA (IEM) APT STANDING COMMITTEE, COMMITTEE MEMBER
    2018 to 2021 (National)
  • INSTITUTE OF ENGINEERS MALAYSIA (IEM) E&Q STANDING COMMITTEE, COMMITTEE MEMBER
    2018 to 2021 (National)
  • INSTITUTE OF ENGINEERS MALAYSIA IEM COUNCIL MEMBER, COMMITTEE MEMBER
    2018 to 2021 (National)
  • INSTITUTE OF ENGINEERS MALAYSIA (IEM), MENTOR
    2020 to present (National)

AWARD AND STEWARDSHIP

  • Gold
    2022, PECIPTA 2022,  (National)
  • Bem Malaysia Most Prominent Young Engineering Leader Award 2022
    2022, Board of Engineers Malaysia,  (National)
  • Gold Medal - Scoltech - Digital Scoliometer Device for Scoliosis Diagnosis
    2022, International Innovation ARSVOT Malaysia (IAM2022),  (International)
  • Best Invention Award - Youcipta Innovation Awards
    2022, YouCipta Innovation Awards,  (National)
  • Silver Medal - R.I.F.E.: Radiofrequency Image Capturing Footswitch for Endoscopy
    2021, INSTITUSI LATIHAN KEMAHIRAN BELIA DAN SUKAN (ILKBS),  (National)
  • Gold Medal - Iot Enable Digital Scoliosis Diagnosis Device
    2021, INSTITUT LATIHAN KEMAHIRAN BELIA DAN SUKAN (ILKBS),  (National)
  • Gold Medal
    2021, Universiti Teknologi Mara ,  (National)
  • 2rd Place Winner (Asean Category)
    2021, UNIVERSITI TEKNOLOGI BRUNEI,  (International)
  • International Award of Merit - The Malaysia-Croatia Technology Exchange 2021
    2021, Ambassador of the Republic of Croatia in Malaysia,  (International)
  • 2021 Iem Young Engineer Award
    2021, The Institute of Engineers Malaysia (IEM),  (National)
  • Notable Figure
    2021, IEEE-EMBS Malaysia Chapter,  (National)
  • Gold Medal
    2021, CITREX 2021,  (International)
  • Excellence Service Award
    2021, Universiti Malaya
  • Gold Medal
    2021, Malaysia Technology Expo (MTE) 2021,  (National)
  • Gold Award
    2021, AsianInvent Singapore Challenge 21 (AiSC 21) themed invention challenge, Sustainability in a Post Pandemic Era.,  (International)
  • Honorable Mention - The 2nd New Southbound Innovation and Enterpreneurship Competition
    2020, National Cheng Kung University, Taiwan,  (International)
  • Finalist - Nsiec 2020
    2020, NCKU Taiwan,  (International)
  • Champion - Inclusive Innovation Challenge (Central Zone) Ipta Category
    2019, Yayasan Inovasi Malaysia ,  (National)
  • Best Inventive Award
    2019, IET International ACEiC 2019: International Automation & Control Enhancing Innovation Competition 2019,  (International)
  • Gold Medal
    2019, IET International ACEiC 2019: International Automation & Control Enhancing Innovation Competition 2019,  (International)
  • Best Sustainable Award
    2019, Singapore:Digital Wonderland 2019,  (International)
  • Gold Medal - Invention and Innovation Competition of Private Higher Education Institution
    2018, PERINTIS 2018,  (National)
  • Gold Medal, Intex 2018 Innovation Technology Expo
    2018, UNIMAS SARAWAK,  (National)
  • Gold Medal, Scoltech
    2018, ITEX 2018,  (International)
  • Double Gold, International Engineering Invention & Innovation Exhibition (I-Envex) 2018
    2018, Universiti Malaysia Perlis,  (International)
  • Gold, Scolios2
    2017, International Conference and Exposition on Inventions (PECIPTA 2017),  (International)
  • Most Innovative Product
    2017, MALAYSIAN BIOECONOMY DEVELOPMENT CORPORATION,  (National)
  • Best of The Best Award, Scolios2, Ainex 2017
    2017, Universiti Malaysia Pahang,  (National)
  • Gold Medal Award, Scolios2, Ainex 2017
    2017, Universiti Malaysia Pahang,  (National)
  • Champion, Advanced Innovation & Engineering Exhibition Ainex 2017
    2017, Universiti Malaysia Pahang,  (National)
  • Certificate of Excellent Service
    2017, Universiti Malaya
  • Sijil Perkhidmatan Cemerlang (Excellent Services Certificate) 2016
    2016, University Malaya, Human Resource University Malaya,  (University)
  • Gold Medal - Osteoknee Tm
    2016, ITEX,  (International)
  • Gold Medal - 3d Printed Teleophthalmoscope
    2016, International Engineering Invention & Innovation Exhibition 2016,  (International)
  • Gold Medal - Low Cost Powered Upper Limb Prosthesis
    2016, International Engineering Invention & Innovation Exhibition 2016,  (International)
  • Innopa Special Award - Osteoknee Tm, Malaysia Technology Expo 2016
    2016, Indonesian Invention and Innovation Promotion Association INNOPA,  (International)
  • Gold Medal - Osteoknee Tm, Malaysia Technology Expo 2016
    2016, MARS Malaysian Association of Research Scientist,  (International)
  • Certificate of Excellent Service
    2015, Universiti Malaya
  • Bronze Medal. Pecipta 2015
    2015, PECIPTA, Ministry of Higher Education,  (International)
  • Bronze Medal - Umarm: Low Cost Powered Upper Limb Prosthesis - Expo Penyelidikan dan Inovasi (Utemex 2015)
    2015, Universiti Teknikal Malaysia Melaka (UTeM),  (National)
  • Silver Medal - Osteokit - Expo Penyelidikan dan Inovasi (Utemex 2015)
    2015, Universiti Teknikal Malaysia Melaka (UTeM),  (National)
  • Best Presentation Award - The 3rd Iiae International Conference On Intelligent Systems and Image Processing 2015. Fukuoka University, Fukuoka, Japan, September 2-5, 2015
    2015, The 3rd IIAE International Conference on Intelligent Systems and Image Processing 2015,  (International)
  • Gold Medal - Osteoknee (Tm)
    2015, AiNEX 2015,  (National)
  • Best Award Category - Osteoknee
    2015, MOSTI and UMP,  (National)
  • Gold Medal - Knee Synovial Fluid Pressure Measurement System for Osteoarthritis Assessment - International Engineering Invention & Innovation Exhibition (I-Envex 2015)
    2015, International Engineering Invention & Innovation Exhibition (i-ENVEX 2015),  (International)
  • Gold Medal & Special Award Best of The Best Award - Knee Sound Based Detection for Osteoarthritis Diagnostics - International Engineering Invention & Innovation Exhibition (I-Envex 2015)
    2015, International Engineering Invention & Innovation Exhibition (i-ENVEX 2015),  (International)
  • 3rd Prize - Knee Sound Based Detector for Osteoarthritis Prediction - The Inclusive Innovation Challenge 2015
    2015, Ministry of Science, Technology and Innovation (MOSTI) and YAYASAN INOVASI Malaysia,  (National)
  • 1st Prize (Champion)- Syringe Knee Pressure Monitor for Osteoarthritis Assessment - The Inclusive Innovation Challenge 2015
    2015, Ministry of Science, Technology and Innovation (MOSTI) and YAYASAN INOVASI Malaysia,  (National)
  • Sijil Perkhidmatan Cemerlang (Excellent Services Certificate) 2015 University Malaya
    2015, Human Resource University Malaya,  (University)
  • Poster Award. Knee Synovial Fluid Pressure Measurement System for Osteoarthritis Assessment
    2015, Asia Pacific Assistive Rehabilitative & Therapeutic Technology Student Challenge (ARTTs Challenge) Singapore 2015,  (International)
  • Pitching Award. Total Knee Three Dimensional Magnetic Resonance Imaging Reconstruction for Osteoarthritis Assessment
    2015, Asia Pacific Assistive Rehabilitative & Therapeutic Technology Student Challenge (ARTTs Challenge) Singapore 2015,  (International)
  • Pitching Award. Knee Sound Based Detector for Osteoarthritis Prediction.
    2015, Asia Pacific Assistive Rehabilitative & Therapeutic Technology Student Challenge (ARTTs Challenge) Singapore 2015,  (International)
  • Pertandingan Rekacipta dan Inovasi Institusi Pengajian Tinggi Swasta (Perintis 2014)
    2014, UNIVERSITI INFRASTRUCTURE KUALA LUMPUR,  (International)
  • Gold Medal, Pengurus Catur University Malaya, Sukan Institusi Pengajian Tinggi (Sukipt) 2014
    2014, Kementrian Pendidikan Malaysia,  (National)
  • Anugerah Pasukan Cemerlang Pelajar, Catur Masum, University Malaya, 2013
    2013, MASUM,  (National)
  • Bioinnovation Awards 2013 - a Novel Hybrid Magnetoacoustic Measurement System for Breast Cancer Detection
    2013, BioInnovation Awards 2013,  (National)
  • Biomalaysia Conferences and Exhibitoon
    2012, MINISTRY OF SCIENCE, TECHNOLOGY AND INNOVATION (MOSTI),  (National)
  • Malaysia Technology Expo (Mte)
    2010, MALAYSIA ASSOCIATION OF RESEARCH SCIENTISTS (MARS),  (National)
  • Daad(German Academic Exchange Service) Research Grant
    2010, Deutscher Akademischer Austausch Dienst, Bonn, Germany,  (International)

PUBLICATIONS

Article in Journal
WoS
  1. Voon, Wingates; Hum, Yan Chai; Tee, Yee Kai; Yap, Wun-She; Lai, Khin Wee; Nisar, Humaira; Mokayed, Hamam (2025). Trapezoidal Step Scheduler for Model-Agnostic Meta-Learning in Medical Imaging, PATTERN RECOGNITION. 161. doi:10.1016/j.patcog.2024.111316
  2. Wu, Xiang; Zhang, Yong-Ting; Lai, Khin-Wee; Yang, Ming-Zhao; Yang, Ge-Lan; Wang, Huan-Huan (2025). A Novel Centralized Federated Deep Fuzzy Neural Network with Multi-objectives Neural Architecture Search for Epistatic Detection, IEEE TRANSACTIONS ON FUZZY SYSTEMS. 33(1), 94-107. doi:10.1109/TFUZZ.2024.3369944
  3. Chen Ng, Jun; Shan Qing Yeoh, Pauline; Bing, Li; Wu, Xiang; Hasikin, Khairunnisa; Wee Lai, Khin (2024). A Privacy-Preserving Approach Using Deep Learning Models for Diabetic Retinopathy Diagnosis, IEEE ACCESS. 12, 145159-145173. doi:10.1109/ACCESS.2024.3469537
  4. Chin, Shuang Yee; Dong, Jian; Hasikin, Khairunnisa; Ngui, Romano; Lai, Khin Wee; Yeoh, Pauline Shan Qing; Wu, Xiang (2024). Bacterial image analysis using multi-task deep learning approaches for clinical microscopy, PEERJ COMPUTER SCIENCE. 10. doi:10.7717/peerj-cs.2180
  5. Hu, Xiujian; Xie, Yicheng; Zhao, Hui; Sheng, Guanglei; Lai, Khin Wee; Zhang, Yuanpeng (2024). Electroencephalography (EEG) based epilepsy diagnosis via multiple feature space fusion using shared hidden space-driven multi-view learning, PEERJ COMPUTER SCIENCE. 10. doi:10.7717/peerj-cs.1874
  6. Kim, Wong Yoke; Hum, Yan Chai; Tee, Yee Kai; Yap, Wun-She; Mokayed, Haman; Lai, Khin Wee (2024). A modified single image dehazing method for autonomous driving vision system, MULTIMEDIA TOOLS AND APPLICATIONS. . doi:10.1007/s11042-023-16547-8
  7. Lau, Jun Hao; Usman, Juliana; Hum, Yan Chai; Lai, Khin Wee (2024). CORRELATION OF KNEE PAIN AMONG SUBJECTS WITH OSTEOARTHRITIS TAKING GRAPHENE-BASED THERMOTHERAPY FOR HEALTH IMPROVEMENT, JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY. . doi:10.1142/S0219519424500015
  8. Loo, Wei Kit; Voon, Wingates; Suhaimi, Anwar; Teh, Cindy Shuan Ju; Tee, Yee Kai; Hum, Yan Chai; Hasikin, Khairunnisa; Teo, Kareen; Ong, Hang Cheng; Lai, Khin Wee (2024). Predictive Modeling of COVID-19 Readmissions: Insights from Machine Learning and Deep Learning Approaches, DIAGNOSTICS. 14(14). doi:10.3390/diagnostics14141511
  9. Shan Qing Yeoh, Pauline; Bing, Li; Goh, Siew Li; Hasikin, Khairunnisa; Wu, Xiang; Chai Hum, Yan; Kai Tee, Yee; Wee Lai, Khin (2024). An Efficient Neural Network for Segmenting Multiple Joint Tissues From Knee MRI With Hyperparameter Optimization: Data From the Osteoarthritis Initiative, IEEE ACCESS. 12, 123757-123770. doi:10.1109/ACCESS.2024.3454374
  10. Teoh, Jing Ru; Hasikin, Khairunnisa; Lai, Khin Wee; Wu, Xiang; Li, Chong (2024). Enhancing early breast cancer diagnosis through automated microcalcification detection using an optimized ensemble deep learning framework, PEERJ COMPUTER SCIENCE. 10. doi:10.7717/peerj-cs.2082
  11. Teoh, Yun Xin; Othmani, Alice; Li Goh, Siew; Usman, Juliana; Lai, Khin Wee (2024). Deciphering Knee Osteoarthritis Diagnostic Features With Explainable Artificial Intelligence: A Systematic Review, IEEE ACCESS. 12, 109080-109108. doi:10.1109/ACCESS.2024.3439096
  12. Voon, Wingates; Hum, Yan Chai; Tee, Yee Kai; Yap, Wun-She; Lai, Khin Wee; Nisar, Humaira; Mokayed, Hamam (2024). IMAML-IDCG: Optimization-based meta-learning with ImageNet feature reusing for few-shot invasive ductal carcinoma grading, EXPERT SYSTEMS WITH APPLICATIONS. 257. doi:10.1016/j.eswa.2024.124969
  13. Wahab, Nur Haninie Abd; Hasikin, Khairunnisa; Lai, Khin Wee; Xia, Kaijian; Bei, Lulu; Huang, Kai; Wu, Xiang (2024). Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices, PEERJ COMPUTER SCIENCE. 10. doi:10.7717/peerj-cs.1943
  14. Yong, Ming Ping; Hum, Yan Chai; Lai, Khin Wee; Lee, Ying Loong; Goh, Choon-Hian; Yap, Wun-She; Tee, Yee Kai (2024). Histopathological Cancer Detection Using Intra-Domain Transfer Learning and Ensemble Learning, IEEE ACCESS. 12, 1434-1457. doi:10.1109/ACCESS.2023.3343465
  15. Yu Teh, Xin; Yeoh, Pauline Shan Qing; Wang, Tao; Wu, Xiang; Hasikin, Khairunnisa; Lai, Khin Wee (2024). Knee Osteoarthritis Diagnosis With Unimodal and Multi-Modal Neural Networks: Data From the Osteoarthritis Initiative, IEEE ACCESS. 12, 146698-146717. doi:10.1109/ACCESS.2024.3472654
  16. Zhao, Zhen; Chuah, Joon Huang; Chow, Chee-Onn; Xia, Kaijian; Tee, Yee Kai; Hum, Yan Chai; Lai, Khin Wee (2024). Machine learning approaches in comparative studies for Alzheimer's diagnosis using 2D MRI slices, TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES. 32(1). doi:10.55730/1300-0632.4057
  17. Zhao, Zhen; Yeoh, Pauline Shan Qing; Zuo, Xiaowei; Chuah, Joon Huang; Chow, Chee-Onn; Wu, Xiang; Lai, Khin Wee (2024). Vision transformer-equipped Convolutional Neural Networks for automated Alzheimer's disease diagnosis using 3D MRI scans, FRONTIERS IN NEUROLOGY. 15. doi:10.3389/fneur.2024.1490829
  18. Abd Rahman, Noorul Husna; Zaki, Muhammad Hazim Mohamad; Hasikin, Khairunnisa; Abd Razak, Nasrul Anuar; Ibrahim, Ayman Khaleel; Lai, Khin Wee (2023). Predicting medical device failure: a promise to reduce healthcare facilities cost through smart healthcare management, PEERJ COMPUTER SCIENCE. 9. doi:10.7717/peerj-cs.1279
  19. Bakar, Abdul Rauf Abu; Lai, Khin Wee; Hamzaid, Nur Azah (2023). Behavioral Discrepancy of P300 and Cognitive Load in Varying Auditory Speech Perception, IEEE SENSORS JOURNAL. 23(9), 9571-9581. doi:10.1109/JSEN.2023.3260000
  20. Gu, Yi; Xia, Kaijian; Lai, Khin-Wee; Jiang, Yizhang; Qian, Pengjiang; Gu, Xiaoqing (2023). Transferable Takagi-Sugeno-Kang Fuzzy Classifier With Multi-Views for EEG-Based Driving Fatigue Recognition in Intelligent Transportation, IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. . doi:10.1109/TITS.2022.3220597
  21. Haw, Yu Hong; Hum, Yan Chai; Chuah, Joon Huang; Voon, Wingates; Khairunniza-Bejo, Siti; Husin, Nur Azuan; Yee, Por Lip; Lai, Khin Wee (2023). Detection of Basal Stem Rot Disease Using Deep Learning, IEEE ACCESS. 11, 49846-49862. doi:10.1109/ACCESS.2023.3276763
  22. Haw, Yu Hong; Lai, Khin Wee; Chuah, Joon Huang; Bejo, Siti Khairunniza; Husin, Nur Azuan; Hum, Yan Chai; Yee, Por Lip; Tee, Clarence Augustine T. H.; Ye, Xin; Wu, Xiang (2023). Classification of basal stem rot using deep learning: a review of digital data collection and palm disease classification methods, PEERJ COMPUTER SCIENCE. 9. doi:10.7717/peerj-cs.1325
  23. Koo, Jia Chun; Ke, Qi; Hum, Yan Chai; Goh, Choon Hian; Lai, Khin Wee; Yap, Wun-She; Tee, Yee Kai (2023). Non-annotated renal histopathological image analysis with deep ensemble learning, QUANTITATIVE IMAGING IN MEDICINE AND SURGERY. . doi:10.21037/qims-23-46
  24. Kulathilake, K. A. Saneera Hemantha; Abdullah, Nor Aniza; Sabri, Aznul Qalid Md; Lai, Khin Wee (2023). A review on Deep Learning approaches for low-dose Computed Tomography restoration, COMPLEX & INTELLIGENT SYSTEMS. . doi:10.1007/s40747-021-00405-x
  25. Muthu, P.; Tan, Yongqi; Latha, S.; Dhanalakshmi, Samiappan; Lai, Khin Wee; Wu, Xiang (2023). Discernment on assistive technology for the care and support requirements of older adults and differently-abled individuals, FRONTIERS IN PUBLIC HEALTH. 10. doi:10.3389/fpubh.2022.1030656
  26. Neo, En Xin; Hasikin, Khairunnisa; Lai, Khin Wee; Mokhtar, Mohd Istajib; Azizan, Muhammad Mokhzaini; Hizaddin, Hanee Farzana; Razak, Sarah Abdul; Yanto (2023). Artificial intelligence-assisted air quality monitoring for smart city management, PEERJ COMPUTER SCIENCE. 9. doi:10.7717/peerj-cs.1306
  27. Pauline, S. Hannah; Dhanalakshmi, Samiappan; Kumar, R.; Narayanamoorthi, R.; Lai, Khin Wee (2023). Multistage Switched Adaptive Filtering Approach for Denoising Speech Signals of Parkinson's Disease-affected Patients, CIRCUITS SYSTEMS AND SIGNAL PROCESSING. . doi:10.1007/s00034-022-02211-3
  28. Shoaib, Muhammad Ali; Chuah, Joon Huang; Ali, Raza; Dhanalakshmi, Samiappan; Hum, Yan Chai; Khalil, Azira; Lai, Khin Wee (2023). Fully Automatic Left Ventricle Segmentation Using Bilateral Lightweight Deep Neural Network, LIFE-BASEL. 13(1). doi:10.3390/life13010124
  29. Teo, Kareen; Yong, Ching Wai; Chuah, Joon Huang; Hum, Yan Chai; Tee, Yee Kai; Xia, Kaijian; Lai, Khin Wee (2023). Current Trends in Readmission Prediction: An Overview of Approaches, ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING. . doi:10.1007/s13369-021-06040-5
  30. Teoh, Yun Xin; Othmani, Alice; Lai, Khin Wee; Goh, Siew Li; Usman, Juliana (2023). Stratifying knee osteoarthritis features through multitask deep hybrid learning: Data from the osteoarthritis initiative, COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. 242. doi:10.1016/j.cmpb.2023.107807
  31. Voon, Wingates; Hum, Yan Chai; Tee, Yee Kai; Yap, Wun-She; Nisar, Humaira; Mokayed, Hamam; Gupta, Neha; Lai, Khin Wee (2023). Evaluating the effectiveness of stain normalization techniques in automated grading of invasive ductal carcinoma histopathological images, SCIENTIFIC REPORTS. 13(1). doi:10.1038/s41598-023-46619-6
  32. Yeoh, Pauline Shan Qing; Goh, Siew Li; Hasikin, Khairunnisa; Wu, Xiang; Lai, Khin Wee (2023). 3D Efficient Multi-Task Neural Network for Knee Osteoarthritis Diagnosis Using MRI Scans: Data From the Osteoarthritis Initiative, IEEE ACCESS. 11, 135323-135333. doi:10.1109/ACCESS.2023.3338379
  33. Yeoh, Pauline Shan Qing; Lai, Khin Wee; Goh, Siew Li; Hasikin, Khairunnisa; Wu, Xiang; Li, Pei (2023). Transfer learning-assisted 3D deep learning models for knee osteoarthritis detection: Data from the osteoarthritis initiative, FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY. 11. doi:10.3389/fbioe.2023.1164655
  34. Yong, Ming Ping; Hum, Yan Chai; Lai, Khin Wee; Lee, Ying Loong; Goh, Choon-Hian; Yap, Wun-She; Tee, Yee Kai (2023). Histopathological Gastric Cancer Detection on GasHisSDB Dataset Using Deep Ensemble Learning, DIAGNOSTICS. 13(10). doi:10.3390/diagnostics13101793
  35. Zhang, Yuanpeng; Xia, Kaijian; Jiang, Yizhang; Qian, Pengjiang; Cai, Weiwei; Qiu, Chengyu; Lai, Khin Wee; Wu, Dongrui (2023). Multi-Modality Fusion & Inductive Knowledge Transfer Underlying Non-Sparse Multi-Kernel Learning and Distribution Adaption, IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS. 20(4), 2387-2397. doi:10.1109/TCBB.2022.3142748
  36. Zhao, Zhen; Chuah, Joon Huang; Lai, Khin Wee; Chow, Chee-Onn; Gochoo, Munkhjargal; Dhanalakshmi, Samiappan; Wang, Na; Bao, Wei; Wu, Xiang (2023). Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review, FRONTIERS IN COMPUTATIONAL NEUROSCIENCE. 17. doi:10.3389/fncom.2023.1038636
  37. Gordan, Meisam; Chao, Ong Zhi; Sabbagh-Yazdi, Saeed-Reza; Wee, Lai Khin; Ghaedi, Khaled; Ismail, Zubaidah (2022). From Cognitive Bias Toward Advanced Computational Intelligence for Smart Infrastructure Monitoring, FRONTIERS IN PSYCHOLOGY. 13. doi:10.3389/fpsyg.2022.846610
  38. Hum, Yan Chai; Tee, Yee Kai; Yap, Wun-She; Mokayed, Hamam; Tan, Tian Swee; Salim, Maheza Irna Mohamad; Lai, Khin Wee (2022). A contrast enhancement framework under uncontrolled environments based on just noticeable difference, SIGNAL PROCESSING-IMAGE COMMUNICATION. 103. doi:10.1016/j.image.2022.116657
  39. Khairuddin, Mohamed Zul Fadhli; Hasikin, Khairunnisa; Abd Razak, Nasrul Anuar; Lai, Khin Wee; Osman, Mohd Zamri; Aslan, Muhammet Fatih; Sabanci, Kadir; Azizan, Muhammad Mokhzaini; Satapathy, Suresh Chandra; Wu, Xiang (2022). Predicting occupational injury causal factors using text-based analytics: A systematic review, FRONTIERS IN PUBLIC HEALTH. 10. doi:10.3389/fpubh.2022.984099
  40. Krupa, Abel Jaba Deva; Dhanalakshmi, Samiappan; Lai, Khin Wee; Tan, Yongqi; Wu, Xiang (2022). An IoMT enabled deep learning framework for automatic detection of fetal QRS: A solution to remote prenatal care, JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES. 34(9), 7200-7211. doi:10.1016/j.jksuci.2022.07.002
  41. Latha, S.; Muthu, P.; Lai, Khin Wee; Khalil, Azira; Dhanalakshmi, Samiappan (2022). Performance Analysis of Machine Learning and Deep Learning Architectures on Early Stroke Detection Using Carotid Artery Ultrasound Images, FRONTIERS IN AGING NEUROSCIENCE. 13. doi:10.3389/fnagi.2021.828214
  42. Leong, Yew Sum; Hasikin, Khairunnisa; Lai, Khin Wee; Mohd Zain, Norita; Azizan, Muhammad Mokhzaini (2022). Microcalcification Discrimination in Mammography Using Deep Convolutional Neural Network: Towards Rapid and Early Breast Cancer Diagnosis, FRONTIERS IN PUBLIC HEALTH. 10. doi:10.3389/fpubh.2022.875305
  43. Lim, Bing Yan; Lai, Khin Wee; Haiskin, Khairunnisa; Kulathilake, K. A. Saneera Hemantha; Ong, Zhi Chao; Hum, Yan Chai; Dhanalakshmi, Samiappan; Wu, Xiang; Zuo, Xiaowei (2022). Deep Learning Model for Prediction of Progressive Mild Cognitive Impairment to Alzheimer's Disease Using Structural MRI, FRONTIERS IN AGING NEUROSCIENCE. 14. doi:10.3389/fnagi.2022.876202
  44. Loo, Wei Kit; Hasikin, Khairunnisa; Suhaimi, Anwar; Yee, Por Lip; Teo, Kareen; Xia, Kaijian; Qian, Pengjiang; Jiang, Yizhang; Zhang, Yuanpeng; Dhanalakshmi, Samiappan; Azizan, Muhammad Mokhzaini; Lai, Khin Wee (2022). Systematic Review on COVID-19 Readmission and Risk Factors: Future of Machine Learning in COVID-19 Readmission Studies, FRONTIERS IN PUBLIC HEALTH. 10. doi:10.3389/fpubh.2022.898254
  45. Low, Wan Shi; Chan, Chow Khuen; Chuah, Joon Huang; Tee, Yee Kai; Hum, Yan Chai; Salim, Maheza Irna Mohd; Lai, Khin Wee (2022). A Review of Machine Learning Network in Human Motion Biomechanics, JOURNAL OF GRID COMPUTING. 20(1). doi:10.1007/s10723-021-09595-7
  46. Neo, En Xin; Hasikin, Khairunnisa; Mokhtar, Mohd Istajib; Lai, Khin Wee; Azizan, Muhammad Mokhzaini; Razak, Sarah Abdul; Hizaddin, Hanee Farzana (2022). Towards Integrated Air Pollution Monitoring and Health Impact Assessment Using Federated Learning: A Systematic Review, FRONTIERS IN PUBLIC HEALTH. 10. doi:10.3389/fpubh.2022.851553
  47. Rahimi, Aisyah; Khalil, Azira; Faisal, Amir; Lai, Khin Wee (2022). CT-MRI Dual Information Registration for the Diagnosis of Liver Cancer: A Pilot Study Using Point-based Registration, CURRENT MEDICAL IMAGING. 18(1), 61-66. doi:10.2174/1573405617666210825155659
  48. Shoaib, Muhammad Ali; Lai, Khin Wee; Chuah, Joon Huang; Hum, Yan Chai; Ali, Raza; Dhanalakshmi, Samiappan; Wang, Huanhuan; Wu, Xiang (2022). Comparative studies of deep learning segmentation models for left ventricle segmentation, FRONTIERS IN PUBLIC HEALTH. 10. doi:10.3389/fpubh.2022.981019
  49. Thakur, Mahima; Kuresan, Harisudha; Dhanalakshmi, Samiappan; Lai, Khin Wee; Wu, Xiang (2022). Soft Attention Based DenseNet Model for Parkinson's Disease Classification Using SPECT Images, FRONTIERS IN AGING NEUROSCIENCE. 14. doi:10.3389/fnagi.2022.908143
  50. Voon, Wingates; Hum, Yan Chai; Tee, Yee Kai; Yap, Wun-She; Salim, Maheza Irna Mohamad; Tan, Tian Swee; Mokayed, Hamam; Lai, Khin Wee (2022). Performance analysis of seven Convolutional Neural Networks (CNNs) with transfer learning for Invasive Ductal Carcinoma (IDC) grading in breast histopathological images, SCIENTIFIC REPORTS. 12(1). doi:10.1038/s41598-022-21848-3
  51. Wee, Lai Khin; Lu, Guoyu; Chai, Hum Yan; Kai, Tee Yee; Ravi, Ramaraj; Chu, Wei-Ta (2022). Computer vision for clinical images (vol 81, 35981, 2022), MULTIMEDIA TOOLS AND APPLICATIONS. 81(25), 35981-35982. doi:10.1007/s11042-022-13888-8
  52. Zhang, Yuanpeng; Hasikin, Khairunnisa; Dhanalakshmi, Samiappan; Hum, Yan Chai; Lai, Khin Wee (2022). Editorial: Computational intelligence in personalized medicine, FRONTIERS IN PHARMACOLOGY. 13. doi:10.3389/fphar.2022.1046271
  53. Abu Bakar, A. R., Lai, K. W., & Hamzaid, N. A. (2021). The emergence of machine learning in auditory neural impairment: A systematic review. Neuroscience Letters, 765, 12. doi: 10.1016/j.neulet.2021.136250
  54. Foo, L. S., Harston, G., Mehndiratta, A., Yap, W. S., Hum, Y. C., Lai, K. W., . . . Tee, Y. K. (2021). Clinical translation of amide proton transfer (APT) MRI for ischemic stroke: a systematic review (2003-2020). Quantitative Imaging in Medicine and Surgery, 11(8), 3797-3811. doi: 10.21037/qims-20-1339
  55. Foo, L. S., Larkin, J. R., Sutherland, B. A., Ray, K. J., Yap, W. S., Hum, Y. C., . . . Tee, Y. K. (2021). Study of common quantification methods of amide proton transfer magnetic resonance imaging for ischemic stroke detection. Magnetic Resonance in Medicine, 85(4), 2188-2200. doi: 10.1002/mrm.28565
  56. Khalil, A., Rahimi, A., Luthfi, A., Azizan, M. M., Satapathy, S. C., Hasikin, K., & Lai, K. W. (2021). Brain Tumour Temporal Monitoring of Interval Change Using Digital Image Subtraction Technique. Frontiers in Public Health, 9, 10. doi: 10.3389/fpubh.2021.752509
  57. Low, W. C. S., Chuah, J. H., Tee, C., Anis, S., Shoaib, M. A., Faisal, A., . . . Lai, K. W. (2021). An Overview of Deep Learning Techniques on Chest X-Ray and CT Scan Identification of COVID-19. Computational and Mathematical Methods in Medicine, 2021, 17. doi: 10.1155/2021/5528144
  58. Paul, A., Usman, J., Ahmad, M. Y., Hamidreza, M., Maryam, H., Ong, Z. C., . . . Lai, K. W. (2021). Health efficacy of electrically operated automated massage on muscle properties, peripheral circulation, and physio-psychological variables: a narrative review. Eurasip Journal on Advances in Signal Processing, 2021(1), 22. doi: 10.1186/s13634-021-00788-6
  59. Shazia, A., Xuan, T. Z., Chuah, J. H., Usman, J., Qian, P. J., & Lai, K. W. (2021). A comparative study of multiple neural network for detection of COVID-19 on chest X-ray. Eurasip Journal on Advances in Signal Processing, 2021(1), 16. doi: 10.1186/s13634-021-00755-1
  60. Tee, C., Teoh, Y. X., Yee, P. L., Tan, B. C., & Lai, K. W. (2021). Discovering the Ganoderma Boninense Detection Methods Using Machine Learning: A Review of Manual, Laboratory, and Remote Approaches. Ieee Access, 9, 105776-105787. doi: 10.1109/access.2021.3098307
  61. Yong, C. W., Lai, K. W., Murphy, B. P., & Hum, Y. C. (2021). Comparative Study of Encoder-decoder-based Convolutional Neural Net-works in Cartilage Delineation from Knee Magnetic Resonance Images. Current Medical Imaging, 17(8), 981-987. doi: 10.2174/1573405616666201214122409
  62. Zamzam, A. H., Wahab, A. K. A., Azizan, M. M., Satapathy, S. C., Lai, K. W., & Hasikin, K. (2021). A Systematic Review of Medical Equipment Reliability Assessment in Improving the Quality of Healthcare Services. Frontiers in Public Health, 9, 12. doi: 10.3389/fpubh.2021.753951
  63. Zamzam, Aizat Hilmi; Al-Ani, Ayman Khallel Ibrahim; Wahab, Ahmad Khairi Abdul; Lai, Khin Wee; Satapathy, Suresh Chandra; Khalil, Azira; Azizan, Muhammad Mokhzaini; Hasikin, Khairunnisa (2021). Prioritisation Assessment and Robust Predictive System for Medical Equipment: A Comprehensive Strategic Maintenance Management, FRONTIERS IN PUBLIC HEALTH. 9. doi:10.3389/fpubh.2021.782203
  64. Anis, S., Lai, K. W., Chuah, J. H., Ali, S. M., Mohafez, H., Hadizadeh, M., . . . Ong, Z. C. (2020). An Overview of Deep Learning Approaches in Chest Radiograph. Ieee Access, 8, 182347-182354. doi: 10.1109/access.2020.3028390
  65. Chen, S. L., Ong, Z. C., Lam, W. H., Lim, K. S., & Lai, K. W. (2020). Operational Damage Identification Scheme Utilizing De-Noised Frequency Response Functions and Artificial Neural Network. Journal of Nondestructive Evaluation, 39(3), 9. doi: 10.1007/s10921-020-00709-x
  66. Chen, S. L., Ong, Z. C., Lam, W. H., Lim, K. S., & Lai, K. W. (2020). Unsupervised Damage Identification Scheme Using PCA-Reduced Frequency Response Function and Waveform Chain Code Analysis. International Journal of Structural Stability and Dynamics, 20(8), 26. doi: 10.1142/s0219455420500911
  67. Nizar, M. H. A., Chan, C. K., Khalil, A., Yusof, A. K. M., & Lai, K. W. (2020). Real-time Detection of Aortic Valve in Echocardiography using Convolutional Neural Networks. Current Medical Imaging, 16(5), 584-591. doi: 10.2174/1573405615666190114151255
  68. Nizar, MHA; Chan, CK; Khalil, A; Yusof, AKM; Lai, KW (2020). Real-time Detection of Aortic Valve in Echocardiography using Convolutional Neural Networks, CURRENT MEDICAL IMAGING. 16(5), 584-591. doi:10.2174/1573405615666190114151255
  69. Shoaib, M. A., Hossain, M. B., Hum, Y. C., Chuah, J. H., Salim, M. I. M., & Lai, K. W. (2020). Speckle Noise Diffusion in Knee Articular Cartilage Ultrasound Images. Current Medical Imaging, 16(6), 739-751. doi: 10.2174/1573405615666190903143330
  70. Latfi, A. S. A., Pramanik, S., Poon, C. T., Gumel, A. M., Lai, K. W., Annuar, M. S. M., Pingguan-Murphy, B. (2019). Structural and bone marrow stem cell biocompatibility studies of hydrogel synthesized via chemo-enzymatic route. Journal of Biomaterials Applications, 33(6), 854-865. doi:10.1177/0885328218812490
  71. Meng, L. K., Khalil, A., Nizar, M. H. A., Nisham, M. K., Pingguan-Murphy, B., Hum, Y. C., . . . Lai, K. W. (2019). Carpal Bone Segmentation Using Fully Convolutional Neural Network. Current Medical Imaging, 15(10), 983-989. doi:10.2174/1573405615666190724101600
  72. Yusof, N. H. M., Hamzaid, N. A., Jasni, F., Lai, K. W. (2019). In-socket sensory system with an adaptive neuro-based fuzzy inference system for active transfemoral prosthetic legs. Journal of Electronic Imaging, 28(2), 10. doi:10.1117/1.jei.28.2.021002
  73. Faisal, A., Ng, S. C., Goh, S. L., Lai, K. W. (2018). Knee cartilage segmentation and thickness computation from ultrasound images. Medical Biological Engineering Computing, 56(4), 657-669. doi:10.1007/s11517-017-1710-2
  74. Khalil, A., Ng, S. C., Liew, Y. M., Lai, K. W. (2018). An Overview on Image Registration Techniques for Cardiac Diagnosis and Treatment. Cardiology Research and Practice, 15. doi:10.1155/2018/1437125
  75. Tan, Li Kuo; Liew, Yih Miin; Lim, Einly; Abdul Aziz, Yang Faridah; Chee, Kok Han; McLaughlin, Robert A. (2018). An Overview on Image Registration Techniques for Cardiac Diagnosis and Treatment, CARDIOLOGY RESEARCH AND PRACTICE. 2018. doi:10.1155/2018/1437125
  76. Khalil, A., Faisal, A., Lai, K. W., Ng, S. C., Liew, Y. M. (2017). 2D to 3D fusion of echocardiography and cardiac CT for TAVR and TAVI image guidance. Medical Biological Engineering Computing, 55(8), 1317-1326. doi: 10.1007/s11517-016-1594-6.
  77. Khalil, Azira; Faisal, Amir; Lai, Khin Wee; Ng, Siew Cheok; Liew, Yih Miin (2017). 2D to 3D fusion of echocardiography and cardiac CT for TAVR and TAVI image guidance, MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING. 55(8), 1317-1326. doi:10.1007/s11517-016-1594-6
  78. Abd Manaf, N., Aziz, M. N. C., Ridzuan, D. S., Salim, M. I. M., Abd Wahab, A., Lai, K. W., Hum, Y. C. (2016). Feasibility of A-mode ultrasound attenuation as a monitoring method of local hyperthermia treatment, Medical Biological Engineering Computing. 54(6967-981), Article
  79. Abd Wahab, A., Salim, M. I. M., Ahamat, M. A., Abd Manaf, N., Yunus, J., Lai, K. W. (2016). Thermal distribution analysis of three-dimensional tumor-embedded breast models with different breast density compositions, Medical Biological Engineering Computing. 54(91363-1373), Article
  80. Chai, H. Y., Meng, L. K., Mohamed, H., Woon, H. H., Lai, K. W. (2016). Elimination of character-resembling anomalies within a detected region using density-dependent reference point construction in an automated license plate recognition system. Journal of Electronic Imaging, 25(6), 11.
  81. Soon, G., Pingguan-Murphy, B., Lai, K. W., Akbar, S. A. (2016). Review of zirconia-based bioceramic: Surface modification and cellular response, Ceramics International. 42(1112543-12555), Review
  82. Faisal, Amir; Ng, Siew-Cheok; Goh, Siew-Li; George, John; Supriyanto, Eko; Lai, Khin W. (2015). Multiple LREK Active Contours for Knee Meniscus Ultrasound Image Segmentation, IEEE TRANSACTIONS ON MEDICAL IMAGING. 34(10), 2162-2171. doi:10.1109/TMI.2015.2425144
  83. Jahanzad, Zeinab; Liew, Yih Miin; Bilgen, Mehmet; McLaughlin, Robert A.; Leong, Chen Onn; Chee, Kok Han; Aziz, Yang Faridah Abdul; Ung, Ngie Min; Lai, Khin Wee; Ng, Siew-Cheok; Lim, Einly (2015). Regional assessment of LV wall in infarcted heart using tagged MRI and cardiac modelling, PHYSICS IN MEDICINE AND BIOLOGY. 60(10), 4015-4031. doi:10.1088/0031-9155/60/10/4015
  84. Liew, Y. M.; McLaughlin, R. A.; Chan, B. T.; Aziz, Y. F. Abdul; Chee, K. H.; Ung, N. M.; Tan, L. K.; Lai, K. W.; Ng, S.; Lim, E. (2015). Motion corrected LV quantification based on 3D modelling for improved functional assessment in cardiac MRI, PHYSICS IN MEDICINE AND BIOLOGY. 60(7), 2715-2733. doi:10.1088/0031-9155/60/7/2715
  85. Yung, L. C., Fei, C. C., Mandeep, J. S., Amin, N., Lai, K. W. (2015). Bulk substrate porosity verification by applying Monte Carlo modeling and Castaings formula using energy-dispersive x-rays, Journal of Electronic Imaging. 24(67), Article
  86. Hossain, M. B., Lai, K. W., Pingguan-Murphy, B., Hum, Y. C., Salim, M. I. M., Liew, Y. M. (2014). Contrast enhancement of ultrasound imaging of the knee joint cartilage for early detection of knee osteoarthritis, Biomedical Signal Processing and Control. 13, 157-167
  87. Hum, Y. C., Lai, K. W., Salim, M. I. M. (2014). Multiobjectives Bihistogram Equalization for Image Contrast Enhancement, Complexity. 20(2), 22-36
  88. Lai, C. Y., Cheong, C. F., Mandeep, J. S., Abdullah, H. B., Amin, N., Lai, K. W. (2014). Synthesis and Characterization of Silver Nanoparticles and Silver Inks: Review on the Past and Recent Technology Roadmaps, Journal of Materials Engineering and Performance. 23(10), 3541-35501059-9495.
  89. Yung, L. C., Fei, C. C., Mandeep, J. S., Abdullah, H. B., Wee, L. K. (2014). Synthesis of a Nano-Silver Metal Ink for Use in Thick Conductive Film Fabrication Applied on a Semiconductor Package, Plos One. 9(5), 9
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Books
  1. Lai KW., Dyah E.O.Dewi., Medical Imaging Technology: Reviews and Computational Applications, Lecture Note in Bioengineering. Springer.DOI 10.1007/978-981-287-540-2 ISBN 978-981-287-539-6 ISBN 978-981-287-540-2 (eBook) Library of Congress Control Number: 2013934273
  2. Khin Wee Lai Yan Chai Hum . Maheza Irna Mohd. Salim Sang-Bing Ong . Utama Nugraha P Yin Mon Myint Norliza Mohd Noor Eko Supriyanto. Advances in Medical Diagnostic Technology. Lecture Notes in Bioengineering. Springer. ISBN 978-981-4585-71-2. 2014
  3. Lai Khin Wee, Detection of Fetal Abnormalities Based on Three Dimensional Nuchal Translucency. SpringerBriefs in Applied Sciences and Technology. 2013, VIII, 113 p. 93
  4. Lai Khin Wee, Eko Supriyanto,Wan Mahani Hafizah Binti Wan Mahmud. Ultrasound Image Processing: And Its Application Using Matlab. 2011. Lambert Academic Publishing
  5. Lai Khin Wee, Eko Supriyanto. Electrocardiogram Image Digitization: and its application using Matlab. VDM Verlag Dr. M ller. Germany
  6. Lai Khin Wee, Eko Supriyanto. Safety Monitoring Design of Low End Ultrasound Devices: and its application using MATLAB. VDM Verlag Dr. M ller. Germany
  7. Lai Khin Wee, et. al. Ultrasound Marker Assessment for Nuchal Translucency: Trisomy 21 Early Detection and its application in C++ Programming. LAP LAMBERT Academic Publishing. Germany
  8. Lai Khin Wee, et.al.. Images Quality Enhancement System for Low End Ultrasound Machine: and its application using Matlab . VDM Verlag Dr. M ller. Germany
Chapter in Books
  1. Dyah Ekashanti Octorina Dewi, Muhaimin Mohd. Fadzil, Ahmad Athif Mohd. Faudzi, Eko Supriyanto, Khin Wee Lai. Position Tracking Systems for Ultrasound Imaging: A Survey. Medical Imaging Technology: Reviews and Computational Applications. Lecture note in Bioengineering, Springer.
  2. Md Belayet Hossain, Belinda Pingguan-Murphy, Hum Yan Chai, Maheza Irna Mohd Salim, Dyah Ekashanti Octorina Dewi, Eko Supriyanto, Khin Wee Lai. B-Mode Ultrasound Imaging Contrast Enhancement for Osteoarthritis Early Detection. Medical Imaging Technology: Reviews and Computational Applications. Lecture note in Bioengineering, Springer. DOI 10.1007/978-981-287-540-2 ISBN 978-981-287-539-6 ISBN 978-981-287-540-2 (eBook)
  3. Muhammad Qurhanul Rizqie, Nurul Shafiqa, Mohd Yusof, Rino Ferdian Surakusumah, Dyah Ekashanti Octorina Dewi, Eko Supriyanto, Khin Wee Lai. Review on Image Guided Lung Biopsy.Medical Imaging Technology: Reviews and Computational Applications. Lecture note in Bioengineering, Springer.
  4. Noraida Abd Manaf, Dzulfadhli Saffuan Ridzuan, Maheza Irna Mohamad Salim, Khin Wee Lai. Measurement of Ultrasound Attenuation and Protein Denaturation Behavior During Hyperthermia Monitoring. Medical Imaging Technology: Reviews and Computational Applications. Lecture note in Bioengineering, Springer.
  5. Hum Yan Chai, Lai Khin Wee, Nugraha P. Utama, Maheza Irna Mohamad Salim, Yin Mon Myint. REVIEW ON SEGMENTATION OF COMPUTER-AIDED SKELETAL MATURITY ASSESSMENT. Advances in Medical Diagnostic Technology. Lecture Notes in Bioengineering. 2014
  6. M. I. Mohamad Salim, N. P. Utama, E. Supriyanto, Lai Khin Wee, Hum Yan Chai, Yin Mon Myint. A Novel Hybrid Magnetoacoustic Measurement Method for Breast Cancer Detection. Advances in Medical Diagnostic Technology. Lecture Notes in Bioengineering. 2014
  7. Nugraha P. Utama, Lai Khin Wee, M. I. Mohamad Salim, Hum Yan Chai, Yin Mon Myint. Sequential process of emotional information from facial expressions: simple Event Related Potential (ERP) for the study of brain activities. Advances in Medical Diagnostic Technology. 2014.
  8. Yin Mon Myint, Lai Khin Wee, Maheza Irna Mohamad Salim, Hum Yan Chai, Nugraha P. Utama. ULTRASONIC ELASTOGRAPHY AND BREAST IMAGING. Advances in Medical Diagnostic Technology. Lecture Notes in Bioengineering. 2014
Article in Proceeding
  1. Teoh, Y.X., Othmani, A., Goh, S.L., Usman, J., Lai, K.W. (2024). Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches. In: Costin, HN., Magjarevi , R., Petroiu, G.G. (eds) Advances in Digital Health and Medical Bioengineering. EHB 2023. IFMBE Proceedings, vol 111. Springer, Cham. https://doi.org/10.1007/978-3-031-62523-7_37
  2. K. W. Lai, P. S. Q. Yeoh, S. L. Goh, K. Hasikin and X. Wu, "Depthwise Separable Convolutional Neural Network for Knee Segmentation: Data from the Osteoarthritis Initiative," 2022 International Conference on Healthcare Engineering (ICHE), Johor, Malaysia, 2022, pp. 1-5, doi: 10.1109/ICHE55634.2022.10179865.
  3. Y. H. Haw et al., "Detection of Ganoderma Boninense Diseases of Palm Oil Trees Using Machine Learning," 2023 IEEE 13th Symposium on Computer Applications & Industrial Electronics (ISCAIE), Penang, Malaysia, 2023, pp. 228-232, doi: 10.1109/ISCAIE57739.2023.10165368.
  4. Khin Wee Lai, Pauline Yeoh, Goh Siew Li, Khairunnisa hasikin, Xiang Wu
  5. Khin Wee Lai*,Muhammad Hanif Ahmad Nizar,Muhammad Ali Shoaib,Shazia Anis,Joon Huang Chuah,Serena Low Woan Ching. "Aortic Valve Segmentation using Deep Learning," 2020 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES), 2021, pp. 528-532, doi: 10.1109/IECBES48179.2021.9398738.
  6. Khin Wee Lai*,Muhammad Hanif Ahmad Nizar,Muhammad Ali Shoaib,Shazia Anis,Joon Huang Chuah,Serena Low Woan Ching. "Detection of Aortic Valve Using Deep Learning Approaches," 2020 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES), 2021, pp. 538-542, doi: 10.1109/IECBES48179.2021.9398809.
  7. Kareen Teo, Khin Wee Lai,Joon Huang Chuah, Ching Wai Yong, Belinda Pingguan Murphy, Clarence Angustine TH T. "Prediction of Hospital Readmission Combining Rule-based and Machine Learning Model," 2020 International Computer Symposium (ICS), 2020, pp. 352-355, doi: 10.1109/ICS51289.2020.00076.
  8. Shoaib M.A., Chuah J.H., Khalil A., Nizar M.H.A., Lai K.W. (2021) Anisotropic Diffusion for Reduction of Speckle Noise in Knee Articular Cartilage Ultrasound Images. In: Ibrahim F., Usman J., Ahmad M.Y., Hamzah N. (eds) 3rd International Conference for Innovation in Biomedical Engineering and Life Sciences. ICIBEL 2019. IFMBE Proceedings, vol 81. Springer, Cham. https://doi.org/10.1007/978-3-030-65092-6_5
  9. Shoaib M.A., Lai K.W., Khalil A., Chuah J.H. (2021) Mask R-CNN for Segmentation of Left Ventricle. In: Ibrahim F., Usman J., Ahmad M.Y., Hamzah N. (eds) 3rd International Conference for Innovation in Biomedical Engineering and Life Sciences. ICIBEL 2019. IFMBE Proceedings, vol 81. Springer, Cham. https://doi.org/10.1007/978-3-030-65092-6_2
  10. Azira Khalil, Muhammad Hanif Ahmad Nizar, Shazia Anis, Lai Khin Wee . Clinical Trial of a Digital Scoliometer Device for Scoliosis Diagnosis," 2018 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES), 2018, pp. 102-107, doi: 10.1109/IECBES.2018.8626630.
  11. Muhammad Hanif Ahmad Nizar, Chow Khuen Chan, Ahmad Khairuddin Mohamed Yusof, Azira Khalil, Lai Khin Wee. "Detection of Aortic Valve from Echocardiography in Real-Time Using Convolutional Neural Network," 2018 IEEE-EMBS Conference on Biomedical Engineering and Sciences (IECBES), 2018, pp. 91-95, doi: 10.1109/IECBES.2018.8626735.
  12. A. Khalil, A. Faisal, S. C. Ng, Y. M. Liew and K. W. Lai, "Mitral valve rigid registration using 2D echocardiography and cardiac computed tomography," 2017 International Conference on Applied System Innovation (ICASI), Sapporo, 2017, pp. 629-632. doi: 10.1109/ICASI.2017.7988504
  13. Ching Wai Yong1 , Yan Chai Hum2 , Belinda Pingguan-Murphy1 , Khin Wee Lai1. Train Convolutional Neural Networks without Well-Segmented Ground Truth Images for Cartilage Localization: data from the Osteoarthritis Initiatives. Advanced Science Letters, Volume 24, Number 3, March 2018, pp. 1771-1774(4)
  14. Faisal A., Ng SC., Goh SL., Lai K.W. (2018) Knee Cartilage Ultrasound Image Segmentation Using Locally Statistical Level Set Method. In: Ibrahim F., Usman J., Ahmad M., Hamzah N., Teh S. (eds) 2nd International Conference for Innovation in Biomedical Engineering and Life Sciences. ICIBEL 2017. IFMBE Proceedings, vol 67. Springer, Singapore. https://doi.org/10.1007/978-981-10-7554-4_48
  15. Golshan F., Hum Y.C., Pingguan-Murphy B., Lai K.W. (2018) Vibroarthrography Difference Between Left and Right Knee for Osteoarthritis Detection. In: Ibrahim F., Usman J., Ahmad M., Hamzah N., Teh S. (eds) 2nd International Conference for Innovation in Biomedical Engineering and Life Sciences. ICIBEL 2017. IFMBE Proceedings, vol 67. Springer, Singapore. https://doi.org/10.1007/978-981-10-7554-4_50
  16. Mohd Yusof N.H., Hum Y.C., Hamzaid N.A., Lai K.W. (2018) Adaptive Network Based Fuzzy Inference System (ANFIS) for an Active Transfemoral Prosthetic Leg by Using In-Socket Sensory System. In: Ibrahim F., Usman J., Ahmad M., Hamzah N., Teh S. (eds) 2nd International Conference for Innovation in Biomedical Engineering and Life Sciences. ICIBEL 2017. IFMBE Proceedings, vol 67. Springer, Singapore. https://doi.org/10.1007/978-981-10-7554-4_49
  17. Azira K, Amir F, SC Ng, YM. Liew, Khin Wee Lai."Echocardiography to cardiac CT image registration: Spatial and temporal registration of the 2D planar echocardiography images with cardiac CT volume," 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom), 2016, pp. 1-5, doi: 10.1109/HealthCom.2016.7749520.
  18. M. Klemm , E. Nagel, A. Dietzel, L. K. W. Lai, E. Supriyanto, D. Schweitzer. Agreement Between Eyes in Wide-Field Fluorescence Lifetime Imaging Ophthalmoscopy Measurements at the Human Retina in Healthy Volunteers. International Conference for Innovation in Biomedical Engineering and Life Sciences. Volume 56 of the series IFMBE Proceedings. pp 298-301
  19. Md Belayet Hossain, Belinda Pingguan-Murphy, Yan Chai Hum, Khin Wee Lai. Contrast Enhancement of Ultrasound Knee Joint Cartilage Image by Using Multipurpose Beta Optimized Recursive Bi-Histogram Equalization Method. The 3rd IIAE International Conference on Intelligent Systems and Image Processing 2015. Fukuoka University, Fukuoka, Japan, September 2-5, 2015
  20. A. Faisal, S. -C. Ng and K. W. Lai, "Multiple active contours using scalable local regional information on expandable kernel," 2014 IEEE Conference on Biomedical Engineering and Sciences (IECBES), 2014, pp. 541-544, doi: 10.1109/IECBES.2014.7047560.
  21. M. B. Hossain, H. Y. Chai, A. Faisal, B. Pingguan-Murphy and K. W. Lai, "Speckle noise reduction of ultrasound knee biomarker with edge and detail preservation using improved diffusivity function," 2014 IEEE Conference on Biomedical Engineering and Sciences (IECBES), 2014, pp. 639-643, doi: 10.1109/IECBES.2014.7047582.
  22. N. Lanisa, N. S. Cheok and L. K. Wee, "Color morphology and segmentation of the breast thermography image," 2014 IEEE Conference on Biomedical Engineering and Sciences (IECBES), 2014, pp. 772-775, doi: 10.1109/IECBES.2014.7047614.
  23. Chai, H.Y. , Wee, L.K. , Swee, T.T., Hussain, S. GLCM based Adaptive Crossed Reconstructed (ACR) k-mean Clustering Hand Bone Segmentation . 2nd WSEAS Int. Conf. on IPLAFUN'11; Cambridge; United Kingdom; 20 February 2011
  24. Chai, H.Y. , Wee, L.K., Supriyanto, EEdge detection in ultrasound images using speckle reducing anisotropic diffusion in Canny edge detector framework . 15th WSEAS International Conference on Systems, Part of the 15th WSEAS CSCC Multiconference; Corfu Island; Greece
  25. Lai Khin Wee, Eko Supriyanto. Computational 3D Ultrasound Volumetric Rendering; an Object Oriented Open-Sources Approach. Recent Researches in Applied Informatics and Remote Sensing. Penang, 2011
  26. Lim, E.G. , Wang, Z. , Tillo, T., Man, K.L., Wong, T.S., Lai, K.W. A novel radio propagation and radiation model of the wireless capsule endoscopy in human gastro-intestine (GI) tract. 8th International SoC Design Conference 2011, ISOCC 2011; Jeju; South Korea; 17 November 2011
  27. Supriyanto, E., Wee, L.K., Wui, Y.J., Isa, N.M., Rosidi, B.Segmentation of prostate tumor for gamma image using region growing method. Recent Researches in Computer Science - Proceedings of the 15th WSEAS International Conference on Computers, Part of the 15th WSEAS CSCC Multiconference , pp. 189.2011
  28. Wee, L.K., Chai, H.Y., Supriyanto, E. Extended Robust Diffusion Algorithm for Two Dimensional Ultrasonic Images. 15th WSEAS International Conference on Systems, Part of the 15th WSEAS CSCC Multiconference; Corfu Island; Greece; 14 July 2011
  29. Wee, L.K., Chai, H.Y., Wen, L.S., Supriyanto, E.Two dimensional automated movement ultrasound breast scanning system. Recent Researches in System Science - Proceedings of the 15th WSEAS International Conference on Systems, Part of the 15th WSEAS CSCC Multiconference , pp. 232.2011
  30. Wee, L.K., Supriyanto, E.A novel programmable waveform generator for ultrasound therapy machine using FPGA. Recent Researches in System Science - Proceedings of the 15th WSEAS International Conference on Systems, Part of the 15th WSEAS CSCC Multiconference , pp. 148.2011
  31. Wee, L.K.ab , Yun, L.M.b, See, T.L.b, Supriyanto, E. Comparison studies of 2D and 3D ultrasound biparietal diameter for gestational age estimation. International Conference on Instrumentation, Communication, Information Technology and Biomedical Engineering 2011, ICICI-BME 2011; Bandung; Indonesia; 8 November 2011
  32. Supriyanto, E., Wee, L.K., Min, T.Y.Ultrasonic marker pattern recognition and measurement using artificial neural network. 9th WSEAS International Conference on Signal Processing, SIP '10 , pp. 35
  33. Wee, L.K., Miin, L., Supriyanto, E.Automated risk calculation for trisomy 21 based on maternal serum markers using trivariate lognormal distribution.12th WSEAS International Conference on Automatic Control, Modelling and Simulation, ACMOS '10 , pp. 327.2010
  34. Wee, L.K., Supriyanto, E.Automatic detection of fetal nasal bone in 2 dimensional ultrasound image using map matching.12th WSEAS International Conference on Automatic Control, Modelling and Simulation, ACMOS '10 , pp. 305

RESEARCH PROJECT

National
  1. 2024 - 2027, UNIVERSITI MALAYA RESEARCH EXCELLENCE GRANT (UMREG)
    Automated Identification and Blood-Stage Classification of Plasmodium Knowlesi Using Graph-Based Contextual Multitask Deep Learning ( Co-Researcher)
  2. 2024 - 2027, Fundamental Research Grant Scheme (FRGS)
    Delineation Of Plasmodium Knowlesi Morphology Using Multi-task Deep Hybrid Learning For Species Identification And Blood-stages Classification ( Co-Researcher)
  3. 2024 - 2027, Fundamental Research Grant Scheme (FRGS)
    Performance Enhancement Of Low-dose Ct Image Denoising And Lesion Classification Using Deep Learning ( Co-Researcher)
  4. 2023 - 2026, Partnership Grant
    Correlation of Detoxification of High Blood Pressure Subjects with Reflexology Approaches ( Principal Investigator(PI))
  5. 2023 - 2026, Fundamental Research Grant Scheme (FRGS)
    Elucidating Knee Osteoarthritis Multi-biomarkers For Pain Associated Radiological Features Prediction In Response To Nonpharmacological Interventions Using Multi-task Deep Hybrid Learning ( Principal Investigator(PI))
  6. 2015 - 2025, Postgraduate Research Grant (PPP) - Research
    Fusion Of Intravascular Ultrasound (ivus) And Computed Tomography Angiography For Coronary Arteries ( Principal Investigator(PI))
  7. 2022 - 2025, Fundamental Research Grant Scheme (FRGS)
    Knee Osteoarthritis: Elucidating the Role of Radiographic Biomarkers As Mechanistic Predictor Of Pain Severity And Response To Intra-Articular Hyaluronic Acid Therapy ( Co-Researcher)
  8. 2023 - 2025, UM International Collaboration Grant
    Multimodal Interpretable Ai System For Prognosis Of Knee Osteoarthritis Pain, Joint Structural Changes, And Functional Impairment Using Knee And Chest X-ray Images ( Principal Investigator(PI))
  9. 2023 - 2025, Prototype Research Grant Scheme (PRGS)
    Virtual Reality Mirror Therapy Application For Upper Extremities ( Co-Researcher)
  10. 2022 - 2024, Others MOHE - Top 100 (IIRG)-IISS
    Impacts Of Long Covid Syndrome And Its Monitoring Using Iot Wearable Sensors: Point-of-care For Remote Monitoring And Virtual Assessments ( Principal Investigator(PI))
  11. 2022 - 2024, UM International Collaboration Grant
    Hospital Readmission of Covid-19 Patients using Machine Learning Prediction Model ( Principal Investigator(PI))
  12. 2024 - 2024, Partnership Grant
    Vital Sign Analysis Of Self Administered Hybrid Thermal Therapy ( Principal Investigator(PI))
  13. 2024 - 2024, Partnership Grant
    Advancing Sleep Quality: Pioneering Static Electricity And Temperature Control For Optimal Sleep Solutions ( Principal Investigator(PI))
  14. 2019 - 2023, Fundamental Research Grant Scheme (FRGS)
    A Novel Methodology For Ganoderma Disease Prevention Using Deep Learning (dl) ( Principal Investigator(PI))
  15. 2019 - 2022, Fundamental Research Grant Scheme (FRGS)
    Investigation Of Deep Neural Network For Knee Magnetic Resonance Images: Delineation Of Mr Knee Anatomy With End-to-end Machine Learning Approach For Osteoarthritis Analysis ( Principal Investigator(PI))
  16. 2019 - 2022, RU Geran - Fakulti Program
    Postural Control And Stability Impairment As Determinants Of Recurrence In Lateral Ankle Sprain ( Co-Researcher)
  17. 2021 - 2022, RU Geran - ADEC
    Online Mathematics Teaching: Comparing And Contrasting Synchronous Versus Asynchronous Practices ( Co-Researcher)
  18. 2018 - 2021, RU Geran - Fakulti Program
    Deep Learning Of Prognostic Modelling In Electronic Medical Record _for Survival Analysis ( Principal Investigator(PI))
  19. 2019 - 2021, RU Geran
    1. A Novel Micro Gas Chemical Sensing Device & System For Volatile Organic Compounds (vocs) 2. A Hybrid Ac/dc Microgrid System With Various Renewable-energy Resources ( Principal Investigator(PI))
  20. 2020 - 2021, RU Geran
    Digital Health Transformation for Prognosis Risk Prediction Using Deep Learning ( Principal Investigator(PI))
  21. 2020 - 2021, KW PNC(JIM)
    Scoltech ( Principal Investigator(PI))
  22. 2016 - 2019, RU Geran
    The Respiratory Compensation Auto Tuning System With Ultrasound Image Tracking Technique ( Principal Investigator(PI))
  23. 2017 - 2019, Prototype Research Grant Scheme (PRGS)
    Pre-Clinical Testing of Portable Prototype to Assess Shoulder Asymmetry for Scoliosis Patients ( Principal Investigator(PI))
  24. 2018 - 2019, Bantuan Khas Penyelidikan (BKP Special)
    Deep Learning For Knee Magnetic Resonance Images: Automatic Delineation Of Mr Kneeanatomical Imageswith End To End Machinelearning Approach For Osteoarthritis Analysis ( Principal Investigator(PI))
  25. 2014 - 2018, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HTM (Wellness)
    Quantification Of Myocardial Infarction And Cardiac Remodeling Using Magnetic Resonance Imaging ( Co-Researcher)
  26. 2015 - 2018, Postgraduate Research Grant (PPP) - Research
    Active Contour Models for Knee Cartilage and Meniscus Ultrasound Image Segmentation ( Principal Investigator(PI))
  27. 2015 - 2018, Postgraduate Research Grant (PPP) - Research
    A Novel Development In Medical Image Fusion Of Echocardiography And Computed Tomography (ct) For Cardiovascular Imaging ( Principal Investigator(PI))
  28. 2016 - 2018, Postgraduate Research Grant (PPP) - Research
    development of microcontroller knee joint for active transfemoral prosthetic leg based-in-socket sensor (piezoelectric) ( Principal Investigator(PI))
  29. 2016 - 2018, Postgraduate Research Grant (PPP) - Research
    DEVELOPMENT OF NON-INVASIVE SENSORS FOR OSTEOARTHRITIS DETECTION ( Principal Investigator(PI))
  30. 2013 - 2017, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC))
    Biomechanical Analysis Of Knee Osteortritis ( Co-Researcher)
  31. 2014 - 2017, Fundamental Research Grant Scheme (FRGS)
    INVESTIGATION AND ASSESSMENT OF 3D CARDIOVASCULAR COMPOSITE FUSION USING MAGNETIC RESONANCE IMAGING AND ECHOCARDIOGRAPHY FOR IMPROVED SURGICAL PLANNING ( Principal Investigator(PI))
  32. 2015 - 2017, Postgraduate Research Grant (PPP) - Research
    DEVELOPMENT OF AUTOMATED MAMMOGRAM CLASSIFIER FOR BREAST CANCER DETECTION ( Principal Investigator(PI))
  33. 2013 - 2016, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC))
    Ultrasound Knee Biomarker Feature Extraction For Early Osteoarthritis Detection ( Principal Investigator(PI))
  34. 2014 - 2016, MOSTI-Science Fund
    Development Of Computed Tomography (ct)-ultrasound (us) Derived Fusion For Cardiovascular Imaging ( Principal Investigator(PI))
  35. 2014 - 2017, Fundamental Research Grant Scheme (FRGS)
    Investigation and Assessment of 3D Cardiovascular Composite fusion using Magnetic Resonance Imaging and Echocardiography for Improved Surgical Planning ( Principal Investigator(PI))
  36. 2015 - 2017, Prototype Research Grant Scheme (PRGS)
    Upgrading mySMARTLeg: Prototype Scale Up of a User Intention-detecting Transfemoral for Microcontrolled Prosthetic Leg ( Consultant)
  37. 2014 - 2016, Fundamental Research Grant Scheme (FRGS)
    Investigation of One Dimensional Ultrasound'sSensitivity as a Monitoring Method of MinimallyInvasive Thermal Therapy ( Technical Advisor)
  38. 2013 - 2015, ScienceFund
    Development of Navigated needle-based 3D image guided Biopsy for Lung Cancer Detection ( Consultant)
  39. 2013 - 2015, Geran Penyelidikan Universiti Malaya (UMRG)
    Investigation of Knee Osteoarthritis intervention and early detection ( Principal Investigator(PI))
  40. 2013 - 2015, ScienceFund
    Development of Computed Tomography (CT)-Ultrasound (US) Derived Fusion for Cardiovascular Imaging 01-01-03-SF0973 ( Principal Investigator(PI))
  41. 2014 - 2015, Geran Penyelidikan Universiti Malaya (UMRG)
    QUANTIFICATION OF MYOCARDIAL INFARCTION AND CARDIAC REMODELING USING RESONANCE IMAGING ( Consultant)
  42. 2009 - 2010, ScienceFund
    Design and Realization of Trisomy 21 Early Detection System Based on Ultrasound Fetal Images and Maternal Health Data ( -Researcher)
Private
  1. 2024 - 2029, Private Funding
    Advanced Diagnostic Technologies Using Deep Learning, Graph Neural Networks, And Medical Imaging, Biosensors, And Biomems ( Principal Investigator(PI))
  2. 2023 - 2026, Private Funding
    Interventional Study Of Detoxification On Sleep Quality And Fatigue Through Reflexology Of Ogawa Automated Massage ( Principal Investigator(PI))
  3. 2023 - 2025, Private Funding
    A Comprehensive Study On Sleep Patterns, Biomechanics And Personalized Recommendations For Optimal Mattress Selection Across Different Age Groups ( Principal Investigator(PI))
  4. 2023 - 2024, Private Funding
    Self Managed Non-invasive Hybrid Therapy In Boosting Metabolism In Aging Population ( Principal Investigator(PI))
  5. 2019 - 2023, Private Funding
    Research Projects With The Objective To Improve Blood Circulation And Enhance Cellular Respiration Of The Body ( Co-Researcher)
  6. 2019 - 2023, Private Funding
    Clinical Testing With The Objective To Improve Sleep Quality And Treat Diseases For Anxiety Disorders ( Principal Investigator(PI))
International
  1. 2025 - 2027, International Funding
    Transformative Generative AI-Based Patient-Centric Healthcare in the Era of Climate Change ( Principal Investigator(PI))
  2. 2022 - 2024, International Funding
    System Integration Using Spatiotemporal And Machine Translation Models ( Principal Investigator(PI))
  3. 2021 - 2023, International Funding
    Ebc-c : Machine Learning Model Of Readmission Among Recovered Covid-19 Patients: For A Longer Fight After Movement Control Order In Malaysia Using Ict Technologies ( Principal Investigator(PI))
  4. 2021 - 2022, International Funding
    A Machine Learning Based Solution To Mitigate Pandemic In Long Term Sustainable Approaches ( Principal Investigator(PI))

CONSULTANCY PROJECT

  • A Comprehensive Study On Sleep Patterns, Biomechanics and Personalized Recommendations for Optimal Mattress Selection Across Different Age Groups, Goodnite International Sdn Bhd
    15 Nov 2023 - 14 Dec 2024 (University)
  • Ebc-C :Machine Learning Model of Readmission Among Recovered Covid-19, Patients: for a Longer Fighter After Movement Control Order in Malaysia Using ICT Technologies, EBC-C
    01 Jun 2021 - 01 Jun 2023 (International)
  • Projek Penyelidikan Kontrak - Clinical Testing With The Objective to Improve Sleep Quality and Treat Diseases for Anxiety, Ogawa Malaysia
    01 Dec 2020 - 01 Dec 2022 (National)
  • UM-Ogawa Joint Research Hub, Ogawa Malaysia
    01 Jun 2019 - 01 Jun 2022 (National)
  • Hlaf Scholarship 2019 Interview Panel, Human Life Advancement Foundation
    01 Dec 2018 - 01 Dec 2019 (National)
  • Video Analytic Poc Cycle 2, PMB Berhad
    01 Dec 2018 - 01 Dec 2019 (National)
  • Video Analytic Poc Cycle 1 - Plus Malaysia Berhad, PMB
    01 Dec 2018 - 01 Dec 2019 (National)
  • (Ref: Frgs/2/2013/Skk10/UTM/02/1) Investigation of One Dimensional Ultrasounds Sensitivity as a Monitoring Method of Minimally Invasive Thermal Therapy, UNIVERSITI TEKNOLOGI MALAYSIA
    01 Dec 2013 - 01 Dec 2016 (National)
  • Investigation of Feature Extraction Technique for Characterization and Classification of Kidney Ultrasound Images, UTHM
    01 Dec 2014 - 01 Dec 2016 (National)
  • Development of Navigated Needle-Based 3d Image Guided Biopsy for Lung Cancer Detection (02-01-06-Sf1191), UNIVERSITI TEKNOLOGI MALAYSIA
    01 Dec 2013 - 01 Dec 2015 (National)

PAPER PRESENTED

PLENARY SPEAKER
  1. 4 on-going projects and Trisomy detection using 3D NT, Academic Talk Session 2013/2014, Biomedical Engineering Department, Biomedical Engineering department, UM (University) (04 Dec 2013 - 04 Dec 2013)
  2. Ultrasound Image Processing; Case study of 3D reconstruction and visualization approaches, Medical Image Analysis Technology - MIAT 2012, Cardiovascular Engineering Centre, UTM (National) (28 Nov 2012 - 28 Nov 2012)
INVITED SEMINAR
  1. Development of Navigated needle-based 3D image guided Biopsy for Lung Cancer Detection , Lung Biopsy Project Collaboration , IJN Cardiovascular Engineering Centre (National) (10 Sep 2013 - 10 Sep 2013)
  2. Comparison studies of 2D and 3D ultrasound biparietal diameter for gestational age estimation, 2011 2nd International Conference on and Biomedical Engineering (ICICI-BME), IEEE (International) (01 May 2011)
INVITED SPEAKER
  1. Journey to become PENG, Journey to become PENG, Faculty of Engineering, University Malaya (University) (28 Jan 2016)
  2. DEVELOPMENT OF CARDIOVASCULAR IMAGE FUSION , CARDIAC IMAGING WORKSHOP, IJN Cardiovascular Engineering Centre (National) (03 Sep 2013 - 13 Sep 2013)
  3. Development of Cardiovascular Image Fusion using CT and Ultrasound, Cardio Imaging Proposal Development, IJN Cardiovascular Engineering Centre, KL (National) (20 Aug 2013 - 20 Aug 2013)
  4. CARDIOVASCULAR IMAGING FUSION TECHNIQUE FOR IMPROVED SURGICAL PLANNING, NATIONAL CARDIOVASCULAR COLLABORATION WORKSHOP, IJN Cardiovascular Engineering Centre (National) (20 May 2013 - 21 May 2013)
ORAL PRESENTER
  1. Covid-19 Readmission Prediction Using Different Feature Selection Techniques and Machine Learning Models, 2023 IEEE Industrial Electronics and Applications Conference (IEACon), IEEE (International) (06 Nov 2023 - 07 Nov 2023)
  2. Detection of Ganoderma Boninense Diseases of Palm Oil Trees using Machine Learning, 13th IEEE Symposium on Computer Applications & Industrial Electronics, IEEE Malaysia Industrial Electronics & Industrial Applications Joint Chapter. (International) (20 May 2023 - 21 May 2023)
  3. Vibroarthrography Difference between Left and Right Knee for Osteoarthritis Detection, ICIBEL 2017, University Malaya (International) (11 Dec 2017 - 12 Dec 2017)
  4. Knee Cartilage Ultrasound Image Segmentation Using Locally Statistical Level Set Method, ICIBEL 2017, University Malaya (International) (11 Dec 2017 - 12 Dec 2017)
PRESENTER
  1. Train Convolutional Neural Networks without Well-Segmented Ground Truth Images for Cartilage Localization: data from the Osteoarthritis Initiatives, International Conference on Computer and Network Applications (2017), UMS (International) (05 Sep 2017 - 06 Sep 2017)
  2. Mitral valve rigid registration using 2D echocardiography and cardiac computed tomography, 2017 International Conference on Applied System Innovation (ICASI), IEEE (International) (13 May 2017 - 17 May 2017)
  3. Echocardiography to Cardiac CT Image Registration; Spatial and Temporal Registration of the 2D Planar Echocardiography Images with Cardiac CT Volume, 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom), IEEE HealthCom 2016 (International) (14 Sep 2016 - 17 Sep 2016)
  4. Contrast Enhancement of Ultrasound Knee Joint Cartilage Image by Using Multipurpose Beta Optimized Recursive Bi-Histogram Equalization Method., The 3rd IIAE International Conference on Intelligent Systems and Image Processing 2015, Institute of Industrial Applications Engineers (IIAE) (International) (01 Sep 2015 - 05 Sep 2015)
  5. Speckle Noise Reduction of Ultrasound Knee Biomarker with Edge and Detail Preservation Using Improved Diffusivity Function, IEEE conference of Biomedical Engineering and Sciences, IEEE (International) (08 Dec 2014 - 10 Dec 2014)

ACADEMIC/ PROF. SERVICES

Evaluation
  1. (2021) BMJ Open, (Reviewer)
  2. (2021) PeerJ Computer Science, (Reviewer)
  3. (2021) Soft Computing, (Reviewer)
  4. (2021) Health Informatics Journal, (Reviewer)
  5. (2021) Complex & Intelligent Systems, (Reviewer)
  6. (2021) Scientific Reports, (Reviewer)
  7. (2021) Medical Physics, (Reviewer)
  8. (2021) International Journal of Computer Assisted Radiology and Surgery, (Editor)
  9. (2021) Journal of Ambient Intelligence and Humanized Computing, (Reviewer)
  10. (2021) Journal of Applied Science and Engineering, (Reviewer)
  11. (2020) International Journal of Biomedical Imaging , (Reviewer)
  12. (2020) International Journal of Electrical and Computer Engineering (IJECE) , (Reviewer)
  13. (2020) Journal of Medical Imaging and Health Informatics , (Reviewer)
  14. (2020) Journal of Systems Architecture , (Reviewer)
  15. (2020) IAES International Journal of Artificial Intelligence (IJ-AI) , (Reviewer)
  16. (2020) IEEE International Symposium on Biomedical Imaging (ISBI) , (Reviewer)
  17. (2020) IEEE ACCESS , (Editor)
  18. (2020) IEEE Transactions on Neural Systems and Rehabilitation Engineering , (Reviewer)
  19. (2020) Computer Methods and Programs in Biomedicine , (Reviewer)
  20. (2020) IEEE-EMBS Conference on Biomedical Engineering and Sciences , (Reviewer)
  21. (2020) International Conference on Supercomputing (ICS) , (Reviewer)
  22. (2020) International Journal of Intelligent Systems , (Reviewer)
  23. (2020) Wireless Communications and Mobile Computing, (Editor)
  24. (2020) Multimedia Tools and Applications , (Editor)
  25. (2020) Chinese Journal of Chemical Engineering , (Reviewer)
  26. (2020) CMES - Computer Modeling in Engineering and Sciences, (Reviewer)
  27. (2020) Multimedia Tools and Applications , (Reviewer)
  28. (2020) IEEE ACCESS , (Reviewer)
  29. (2020) PLOS ONE , (Reviewer)
  30. (2020) Journal of Grid Computing , (Reviewer)
  31. (2018) Measurement , (Reviewer)
  32. (2018) Current Medical Imaging , (Reviewer)
  33. (2017) Medical & Biological Engineering & Computing , (Reviewer)
  34. (2013) International Journal of Advanced Computer Science and Applications, (Reviewer)
  35. (2012) Journal of Electronic Imaging - SPIE , (Reviewer)
  36. (2011) Biomedical Signal Processing and Control , (Reviewer)
  37. (2011) TELKOMNIKA (Telecommunication Computing Electronics and Control) , (Reviewer)
Contribution to external organisation
  1. (2025) Bar Council Malaysia, National, (Expert Advisor)
  2. (2025) Appointment as An Evaluation Panel for Engineering Technology Accreditation Council (Etac), National, (Expert Advisor)
  3. (2021) Guest Editor in Chief, Journal of Healthcare Engineering, United Kingdom
  4. (2021) Track Editor, Journal of the Institute of Engineers Malaysia, Malaysia
  5. (2021) Guest Editor, Wireless Communications and Mobile Computing, United Kingdom
  6. (2021) Guest Editor in Chief, Current Medical Imaging, United Arab Emirates
  7. (2020) Associate Editor, IEEE ACCESS, United States Of America
  8. (2020) Guest Editor in Chief, Multimedia Tools and Applications, Germany
  9. (2019) Council IEM, IEM Malaysia, Malaysia
  10. (2019) IPRA / PRI Panel - IET UK, IET UK, United Kingdom
  11. (2019) Consultant for Industry Project - Clinical Testing With The Objective To Improve Sleep Quality And Treat Diseases For Anxiety Disorders, Ogawa Malaysia
  12. (2018) Professional Registration Interviewer (PRI), Institute of Engineering and Technology (IET) UK
  13. (2018) International Professional Registration Advisor (IPRA) - IET Registration and Standards Recruitment Panel, UK, Institute of Engineering Technology, IET UK
  14. (2013) Imaging Research Cluster, IJN-UTM Cardiovascular Engineering Centre, National
  15. (2010) BMTI Institute, Technische Universitat Ilmenau, Thuringia, Germany, International
Mentoring
  1. (2025) Ahli Jawatankuasa Pelaksanaan Pelan Strategik Fakulti Kejuruteraan 2022-2025, University, (Mentor)
  2. (2023) Ahli Jawatankuasa Ijazah Dasar (Jkid) Fakulti Kejuruteraan, University, (Mentor)
  3. (2023) Penyelaras Industrial Advisory Panel, University, (Mentor)
  4. (2023) Penyelaras Industrial Advisory Panel, University, (Mentor)
  5. (2023) Penyelaras Publication, Research, Grant, Industrial & Inter-Institutional, University, (Mentor)

SUPERVISION

Under Graduate Students
  1. (2020) STUDY ON THE PRINCIPLE OF RADIO FREQUENCY (RF) TECHNOLOGY IN THE APPLICATION OF WIRELESS MEDICAL DEVICE IMAGE CAPTURING MODULE IN ENDOSCOPY AND OPERATION THEATRE ENVIRONMENT
  2. (2020) CLASSIFICATION OF COVID-19 PNEUMONIA X-RAY IMAGES USING MACHINE LEARNING
  3. (2020) CLASSIFICATION OF COVID-19 AND NON-COVID-19 LUNG COMPUTED TOMOGRAPHY IMAGES USING MACHINE LEARNING
  4. (2020) ANALYSIS OF ENDOSCOPY IMAGE CAPTURE CONTROL USING SPEECH RECOGNITION ALGORITHM
  5. (2019) Testing Ogawa Master Drive Ai Massage Chair To Improve Sleep Quality And Treat Diseases For Anxiety Disorders
  6. (2019) Development Of Portable Scoliosis Diagnostic Device For Clinical Testing
  7. (2019) - Clinical Testing Of Ogawa Master Drive Plus Massage Chair With Ai To Improve Blood Circulation
  8. (2019) - Analysis Of A New Developed Iot System For Scoltech Patients
  9. (2019) Analysis Of A New Developed Circuit Board Of Scoltech
  10. (2018) Knee Cartilage Segmentation Using Deep Learning Approach In Magnetic Resonance Imaging
  11. (2018) Image Feature Extraction Using Deep Learning Approach For Bone Age Assessment
  12. (2018) Heart echo recorder
  13. (2017) Smartphone Camera based Otoscope for Ear Infection Screening
  14. (2017) Portable device for measuring and detecting scoliosis
  15. (2017) Development Of Compact Biological Signal Health Monitor
  16. (2017) Design and Development of Portable Digital Microscope for Blood Screening
  17. (2017) Communication system using eye contact for quadriplegia patient (paralysis below neck)
  18. (2017) Analysis Of Thermal Massage Wellness Effect Using Master Drive 4d Thermo Care
  19. (2015) Total Knee Three Dimensional Magnetic Resonance Imaging Reconstruction For Osteoarthritis Assessment
  20. (2015) Reliability of vibration sensors on detection of knee Osteoarthritis
  21. (2015) Measurement And Analysis Of Knee Pressure Produced By Flexion And Extension Using Piezo-Disk Sensing
  22. (2015) Low-Cost Powered Upper Limb Prosthesis
  23. (2015) Electromyography Controlled Prosthetic Arm
  24. (2015) DEVELOPMENT OF A CONDENSING LENS ADAPTER FOR SMARTPHONE-BASED HIGH QUALITY RETINAL FUNDUS IMAGE ACQUISITION
  25. (2015) Design and development of piezo disk sensors on detection of knee Osteoarthritis
  26. (2015) cardiac phantom development for multimodality imaging
  27. (2015) 2 DEGREE OF FREEDOM LOW COST PROSTHETIC WRIST
  28. (2014) Wireless Image Transfer Module for Drone Application
  29. (2014) Radiography based Fractal Signal Analysis for Osteoarthritis Detection
  30. (2014) Prototype development of electronics acquisition system for heart murmur
  31. (2014) Prototype Development of Electronic Acquisition System for Heart Murmur
  32. (2014) Knee Synovial Fluid Pressure Measurement System for Osteoarthritis Assessment
  33. (2014) Knee Sound based Detector for Osteoarthritis Prediction
  34. (2014) Computational Heart Murmur Signal Processing for Cardiac Diseases Classification
  35. (2013) Three Dimensional Reconstruction of Cardiac MR imaging
  36. (2013) Speckle Reduction and Active Contour Segmentation of Ultrasound Knee Cartilage for Osteoarthritis Detection
  37. (2013) Mammogram contrast enhancement of masses and micro-calcification for early detection of breast cancer
Postgraduate Student
PhD/ Doctoral
  1. (2024) AI-ENHANCED POLYMERIC DRUG DELIVERY SYSTEMS FOR TARGETED LUNG CANCER THERAPY, WONG HSIN HUI
  2. (2024) DEVELOPMENT OF TUMOR MICROENVIRONMENT-RESPONSIVE POLYMERIC CARRIERS FOR ANTI-TUMOR PEPTIDE DELIVERY, CHEAH KANG ER
  3. (2024) INTELLIGENT PRIVACY PROTECTION MECHANISM FOR EPISTATIC DETECTION OF GENOME WIDE ASSOCIATION STUDIES, ZHANG YONGTING
  4. (2024) Virtual Instructor Led-Training Fusing Augmented Reality and Internet of Things (IoT): Analysing Participant Engagement and Emotion, NUR AISYAH NURHADI
  5. (2024) Deep Learning-Based Automatic Alzheimer's Disease Diagnosis Using Magnetic Resonance Imaging, ZHAO ZHEN
  6. (2024) PREDICTIVE MAINTENANCE FOR BIOMEDICAL EQUIPMENT IN MALAYSIAN GOVERNMENT HOSPITAL USING DEEP LEARNING TECHNIQUES, NUR HANINIE BINTI ABD WAHAB
  7. (2024) INTERPRETABILITY ANALYSIS BASED ON ALZHEIMER'S DISEASE RECOGNITION, WANG HAN
  8. (2024) A DEEP LEARNING APPROACH TO MEDICAL DEVICE PREDICTIVE MAINTENANCE WITH DIGITAL TWIN SYNERGY, MUHAMMAD FIRDAUS BIN MOHD YUSOF
  9. (2024) THE IMPACT OF EMOTION ON ATTENTIONAL FLEXIBILITY UNDER DIFFERENT COGNITIVE STYLE: EVIDENCE FROM BEHAVIORAL AND EVENT- RELATED POTENTIALS (ERPS) DATA, LIUYIJIN
  10. (2024) BRAIN TUMOUR IMAGE SEGMENTATION BASED ON DEEP LEARNING, LIU LI
  11. (2024) DEVELOPING A HOME-BASED HYBRID EXOSKELETON AND FUNCTIONAL ELECTRICAL STIMULATION (FES) SYSTEM FOR ENHANCED NEUROMUSCULAR REHABILITATION, NG KENG SENG
  12. (2024) UNIFIED HEALTHCARE DATA FUSION: INTEGRATING, TRANSFORMING, AND DEEP LEARNING FOR ENHANCED PATIENT CARE, TEOH JING RU
  13. (2024) FRAMEWORK OF DEVELOPING LIFE CYCLE COST OF BIOMEDICAL EQUIPMENT USING MACHINE LEARNING, MOHD KHIDIR BIN GAZALI
  14. (2024) Prevalence, modeling and analysis of knee loading due to stop go motion during driving, JEEVARAAJ A/L N.VIVEKANANDAN
  15. (2024) ENHANCING THE MECHANICAL PROPERTIES OF COMMERCIALLY AVAILABLE CALCIUM PHOSPHATE CEMENT BY INCORPORATING BACTERIAL CELLULOSE, GRACE ANABELA HENRY DUSIM
  16. (2024) DEVELOPMENT OF MICROCONTROLLER-BASED IN SOCKET SENSORY SYSTEM FOR AN ACTIVE PROSTHETIC LEG, NUR HIDAYAH BINTI MOHD YUSOF
  17. (2024) ECHOCARDIOGRAPHIC PREDICTORS OF SUDDEN CARDIAC DEATH IN PATIENTS WITH DILATED CARDIOMYOPATHY USING MACHINE LEARNING, DILKUMAR A/L MARIMUTHU
  18. (2023) Stratifying Knee Osteoarthritis Features Through Multitask Deep Hybrid Learning, TEOH YUN XIN
  19. (2023) Hospital Readmission Risk Prediction of Covid-19 Patients using Machine Learning, LOO WEI KIT
  20. (2023) Data Driven Particulate Matters Prediction in Klang Valley Using Machine Learning Techniques, NEO EN XIN
  21. (2023) Detection of Covid-19 Pneumonia on Computed Tomography Images Using a Light Weight Deep Learning Model, SERENA LOW WOAN CHING
  22. (2023) Machine Learning on Electrophysiological Encoding Deficits in Hearing Speech Perception, ABDUL RAUF BIN ABU BAKAR
  23. (2022) Left Ventrical Segmentation on Echocardiography Images using Deep Learning, Muhammad Shoaib Ali
  24. (2022) CONCEPTUALIZING A NEURO-LINGUISTIC PROGRAMMING (NLP) MODEL AS A THERAPY FOR STUDENTS’ MENTAL HEALTH: SELECTED CASE STUDIES AMONG PRACTITIONERS IN JIANGSU PROVINCE, CHINA, Zichu Zhao
  25. (2022) Identification of Covid-19 on Chest X-Ray Using Machine Learning Approaches, SHAZIA ANIS
  26. (2022) Improved Motor Evoked Potential Response Interpretation Using Machine Learning in Lower Lumbar Decompression Surgeries, MOHD REDZUAN BIN JAMALUDIN
  27. (2022) DENOISING AND CONTENT RESTORATION OF LOW-DOSE COMPUTER TOMOGRAPHY USING GENERATIVE DEEP LEARNING TECHNIQUE, KODIKARA ARACHCHILLAYA SANEERA HEMANTHA KULATHILAKE
  28. (2022) 3D Deep Learning on Knee Magnetic Resonance Images for Osteoarthritis Assessment, PAULINE YEOH SHAN QING
  29. (2022) Classification of Walking Speed for Lower Extremity Kinematics Using Deep Learning Framework, LOW WAN SHI
  30. (2021) MEDICAL IMAGING, AISYAH BINTI MOHD RAHIMI (Universiti Sains Islam Malaysia (Usim))
  31. (2020) The Study of the Joint-Space-Narrowing Patterns of the Osteoarthritis Knee Pre and Post Hyaluronic Acid Injections using Machine Learning Approaches, Teoh Yun Xin
  32. (2020) NON-INVASIVE DETECTION OF BLOOD GLUCOSE BY RAMAN SPECTROSCOPY BASED ON MACHINE LEARNING, FENG WEIJIA
  33. (2020) Machine learning on electrophysiological encoding deficits in hearing speech perception, ABDUL RAUF BIN ABU BAKAR
  34. (2020) deep learning based imaging convolutional neural network for early disease classification and detection, PAULINE YEOH SHAN QING
  35. (2020) AN OPTIMIZATION OF TRANSESTERIFICATION PROCESS FOR CEIBA PENTANDRA OIL USING MACHINE LEARNING, SERENA LOW WOAN CHING
  36. (2020) AUTOMATED LOCALIZATION AND SEGMENTATION OF AORTIC VALVE USING DEEP LEARNING APPROACH FOR ECHOCARDIOGRAPHY, MUHAMMAD HANIF BIN AHMAD NIZAR
  37. (2019) Left Ventricle Segmentation in Echocardiography using Deep Learning Approach, Muhammad Shoaib Ali
  38. (2019) INTELLIGENCE DIABETIC RETINOPATHY DETECTION SYSTEM USING DEEP LEARNING, LOW WAN SHI
  39. (2019) DEVELOPMENT OF MICROCONTROLLER-BASED IN SOCKET SENSORY SYSTEM FOR AN ACTIVE PROSTHETIC LEG, NUR HIDAYAH BINTI MOHD YUSOF
  40. (2019) AN IMPROVED BONE AGE ASSESSMENT USING ADVANCED IMAGE PROCESSING AND DEEP LEARNING APPROACH, LIANG KIM MENG
  41. (2019) Multi-Enhancement Feature Attention Deep Learning Technique for Restoration of Low-Dose Computer Tomography, K.A. Saneera Hemantha Kulathilake
  42. (2019) Motor Evoked Potential Improvement Responses and its Prognostic Value towards Clinical Outcome, Mohd Redzuan Jamaludin
  43. (2019) Machine Learning for Multi-Object Segmentation in Chest Radiography, Shazia Anis
  44. (2017) Deep Learning Of Convolutional Neural Network For Osteoarthritis Diagnosis Using Magnetic Resonance Knee Imaging, Kareen Teo
  45. (2017) Deep Learning Approach In Interpretation Of Gait Analysis, MUHAMMAD HANIF BIN AHMAD NIZAR
  46. (2015) Automatic Delineation of Knee Anatomical Structure With End-to-end Learning Approach For Osteoarthris Analysis, Yong Ching Wai
  47. (2014) COMPUTED TOMOGRAPHY IMAGE REGISTRATION FOR CORONARY ARTERY DISEASE, AZIRA BINTI KHALIL
  48. (2014) CARDIOVASCULAR IMAGE FUSION USING COMPUTER TOMOGRAPHY AND ULTRASOUND, NOORSYAZWANI BINTI ZULKIFLI
  49. (2013) ACTIVE CONTOUR FOR OSTEOARTHRITIS DETECTION, AMIR FAISAL
Master
  1. (2024) DEVELOPMENT OF PRIVACY-PRESERVING AI MODELS ON ELECTRONIC MEDICAL RECORDS, NG JUN CHEN
  2. (2024) OPTIMIZING AND INDIVIDUALIZING TRANSCRANIAL ALTERNATING CURRENT STIMULATION PROTOCOLS FOR NEURODEGENERATIVE DISEASES, ZHAO YAN
  3. (2024) MULTI-MODAL NEURAL NETWORK FOR KNEE OSTEOARTHRITIS DIAGNOSIS AND SEVERITY ASSESSMENT, LEE XIN
  4. (2024) DEEP LEARNING LINEAR REGRESSION FOR ANALYSING SLEEP QUALITY AND ITS IMPACT ON CLINICAL AND PHYSIOLOGICAL ASSESSMENTS, GOH TENG SONG
  5. (2024) RESEARCH ON KEY TECHNOLOGIES FOR FINANCIAL KNOWLEDGE BASE CONSTRUCTION BASED ON LARGE LANGUAGE MODELS, ZHIFEI TAN
  6. (2023) Detection of Ganoderma Boninense Disease Using Deep Learning, HAW YU HONG
  7. (2023) Investigating the Correlation Between Knee Pain with Graphene-Based Thermotherapy for Osteoarthritis, LAU JUN HAO
  8. (2022) GRAPHICAL USER INTERFACE DEVELOPMENT OF COMPETENCY ASSESSMENT FOR BIOMEDICAL TECHNICAL PERSONNEL IN RADIOGRAPHIC AND FLUOROSCOPIC EQUIPMENT MAINTENANCE IN MALAYSIA, SITI HAJAR BINTI ABDUL AZIZ
  9. (2020) Three-Dimensional Visualization of Brain Tumor Computed Tomography Images, Nurizzaty Khairi binti Mohamed
  10. (2020) Machine Learning- based Classification of COVID-19 using Chest Radiography Images., Chan Yu T’ng
  11. (2020) INVESTIGATION OF THE EFFECTIVENESS OF MASSAGE THERAPY TO IMPROVE BLOOD CIRCULATION AND ENHANCE CELLULAR RESPIRATION OF THE BODY, AYAN PAUL
  12. (2020) Investigation of In Vivo Cardiac Chambers Composite Rendering, Muhammad Abdullah Adli bin Ahmad Kamal
  13. (2020) Deep learning model for prediction of progressive mild cognitive impairment to Alzheimer s disease using structural MRI, Lim Bing Yan
  14. (2019) Three Dimensional Volumetric Rendering For Medical Image Visualisation, Mohammad Zahid Bin Zamaludin
  15. (2019) Development of cost-effective 3D printed dental braces in orthodontics, Ryan Oon Yeehen
  16. (2019) Comparative Study of EMG Indices in Muscle Fatigue Evaluation, Afifah Husna Binti Mat Saad
  17. (2019) Assessment of post-massage therapy for muscle tension and stress level using electromyogram, Grace Anabela Henry Dusim
  18. (2019) Speckle-noise reduction In knee articular cartilage ultrasound Image using anisotropic diffusion, Muhammad Shoaib Ali
  19. (2019) Investigation of Three Dimensional Medical Image Reconstruction using Visualization Toolkit, Wu Danping
  20. (2017) INVESTIGATION OF TRAPEZIUS MUSCLE EFFECT USING OGAWA MASTER DRIVE MASSAGE CHAIR WITH ELECTROMYOGRAM (EMG) SENSOR, WAN SAFIYYAH BINTI NURNAJAH BINTI WAN AHMAD TAJUDDIN
  21. (2017) DEVELOPMENT OF HEALTH MONITORING SYSTEM FOR THE INVESTIGATION AND ANALYSIS OF WELLNESS USING MASTERDRIVE 4D THERMO CARE, SITI NUR SHAHIRA BINTI ABD RAZAK
  22. (2017) BIOELECTRICAL IMPEDANCE ANALYSIS OF FAT IN THE BODY COMPOSITION INFLUENCED BY OGAWA MASTERDRIVE 4D, SERENA LOW WOAN CHING
  23. (2016) pattern recognition of heart valve in echocardiogram using convolutional neural network, MUHAMMAD HANIF BIN AHMAD NIZAR
  24. (2016) Pattern recoginition for magnetic resonance knee imaging using convlutional neural network, Zhang Xin Yu
  25. (2016) Design and development of portable scoliosis device for clinical testing, Shazia Anis
  26. (2015) IoT MICROSOFT ACCESS BASED DATABASE MANAGEMENT SYSTEM FOR HEALTHCARE AND CLINICAL ENVIRONMENT SETTINGS, SULTAN MAHMUD
  27. (2015) DIAGNOSTIC ACCURACY OF 128 MDCT ANGIOGRAPHY FOR EVALUATING CEREBRAL ANEURYSM USING DIGITAL SUBTRACTION ANGIOGRAPHY (DSA) AS THE STANDARD REFERENCE, MOHAMMAD MUDZAKIR BIN ZAINAL ALAM
  28. (2015) DIAGNOSTIC ACCURACY IN DETECTING GASTROINTESTINAL BLEED BETWEEN CT ANGIOGRAPHY AND DIGITAL SUBSTRACTION ANGIOGRAPHY, MOHAMAD ASMAWI BIN MOHAMAD ARIFFIN
  29. (2015) DEVELOPMENT OF NON-INVASIVE SENSORS FOR OSTEOARTHRITIS DETECTION, FARSHAD GOLSHAN
  30. (2015) development of microcontroller knee joint for active transfemoral prosthetic leg based-in-socket sensor, NUR HIDAYAH BINTI MOHD YUSOF
  31. (2014) Digital Infrared Thermography Analysis for Breast Cancer using Image Textures Features., NORLAILAH BINTI LANISA
  32. (2012) Development of Ultrasound Image Contrast Enhancement and Speckle Noise Reduction for Knee Osteoarthritis Early Detection, MD BELAYET HOSSAIN

TEACHING

Master
  1. (2021) KQB7005 - Medical Imaging
  2. (2021) KQX7001 - Research Methodology
  3. (2021) Medical Imaging
  4. (2020) Medical Imaging
  5. (2018) Biomedical Imaging
  6. (2018) Medical Imaging
  7. (2017) Medical Imaging
  8. (2016) KQB7002 - Bioinstrumentation
  9. (2016) KXGL6101 - Biosensors and Advanced Bioinstrumentation
  10. (2016) KXGL6303 - Biomedical Imaging
Bachelor
  1. (2023) KIB1012 - Circuit Theory
  2. (2023) KIB1016 - Electronic Devices
  3. (2023) KIX2003 - Law and Ethics in Engineering
  4. (2021) KIB2002 - Electronics
  5. (2021) KIX2003 - Law and Ethics in Engineering
  6. (2021) Integrated Design 2
  7. (2021) Law and Ethics in Engineering
  8. (2020) KIX2003 - Law and Ethics in Engineering
  9. (2020) Electrical Circuit Analysis
  10. (2020) Electrotechnology 1 - Electrical Circuit Analysis
  11. (2020) Electronics
  12. (2020) Integrated Design I
  13. (2020) Laboratory Practical V
  14. (2019) Biomedical Signals and Systems
  15. (2019) Electrical Circuit Analysis
  16. (2019) Signal and System
  17. (2019) Circuit Analysis
  18. (2018) Biomedical Signals and Systems
  19. (2018) Electronic
  20. (2018) Electronics
  21. (2017) Biomedical Signals and Systems
  22. (2017) Electrical Circuit Analysis
  23. (2017) Laboratory Practical I
  24. (2016) KUEU1172 - Laboratory Ii
  25. (2016) KUEU2142 - Electronic
  26. (2016) KUEU3233 - Signals and Systems
  27. (2015) KUEP1120 - Electrical Circuit Analysis
  28. (2015) KUEP2131 - Electrotechnology 1 - Electrical Circuit Analysis
  29. (2015) KUEP2173 - Laboratory III
  30. (2015) KUEU2173 - Laboratory Practical III
  31. (2015) KUEU3233 - Biomedical Signals and Systems
  32. (2015) KUEU4335 - Medical Image Visualization
  33. (2014) KUEP1120 - Electrical Circuit Analysis
  34. (2014) KUEU3233 - Biomedical Signals and Systems
  35. (2014) KUEU3233 - Signals and Systems
  36. (2014) KUEU4134 - Medical Instrumentation : Application and Design
  37. (2014) KUEU4180 - Capstone Project 1
  38. (2013) KUEP1171 - Laboratory 1
  39. (2013) KUEP2133 - Computer Aided Drawing
  40. (2013) KUEU2173 - Laboratory Practical III
  41. (2013) KUEU3149 - Control Systems
  42. (2013) KUEU3149 - Control Systems

PATENT/ IPR

  • Transfer Learning assisted 3D deep learning models for knee osteoarthritis detection (New Title: A TRANSFER LEARNING ASSISTED 3D DEEP LEARNING METHOD FOR KNEE OSTEOARTHRITIS DETECTION)
    PATENT
  • Detection of Basal Stem Rot Using Deep Learning
    PATENT
  • A Machine Learning Approach in Early Fetal Growth Restriction Detection ((New Title: A System And Method For Predicting And Managing A Small-For-Gestational-Age Fetus)
    PATENT
  • Teleophthalmoscope for Point-of-Care
    PATENT
  • UM-ARM: LOW COST POWERED UPPER LIMB PROSTHESIS
    PATENT
  • Method And System For Ultrasound Image Segmentation To Detect Osteoarthritis Using Active Contour Technique
    PATENT
  • IOT Enabled Scoliosis Diagnosis Digital Device
    PATENT
  • Method for Multimodalities fusion of echocardiography and cardiac CT for TAVR and TAVI image guidance
    PATENT
  • Scoltech
    TRADEMARK
  • Portable prototype to access shoulder asymmetry for scoliosis patients
    PATENT
  • Cardiac Phantom for CT-Ultrasound Derived Multimodality Imaging
    PATENT
  • TELEOPHTHALMOSCOPE FOR POINT-OF-CARE
    Patent (National)
  • Knee Synovial Fluid Pressure Measurement Methods
    PATENT
  • OsteoKnee
    TRADEMARK
  • Methods For Detecting Knee Sound For Osteoarthritis Prediction
    PATENT
  • A method to pre-process ultrasound knee Articular Cartilage for medical image analysis
    PATENT
  • UM-ARM: Low Cost Powered Upper Limb Prosthesis
    Patent (National)
  • Trademark OsteoKnee Class 44
    Trademark (National)
  • Trademark OsteoKnee class 10
    Trademark (National)
  • A method to pre-process ultrasound knee Articular Cartilage for medical image analysis
    Patent (National)
  • methods for detecting knee sound for Osteoarthritis prediction
    Patent (National)
  • knee synovial fluid pressure measurement methods
    Patent (National)
  • Early Osteoarthritis Detection Based On Radiographic Manifestations Using Ultrasound Imaging
    PATENT
  • Ultrasound Knee Biomarker Segmentation using local region-scalable active contour based expandable kernel (LREK) for Early Osteoarthritis Detection
    PATENT
  • Early Osteoarthritis Detection based on radiographic manifestations using ultrasound imaging
    PATENT
  • Early Osteoarthritis Detection based on radiographic manifestations using ultrasound imaging
    Patent (National)
  • Method and System of Ultrasound Image Segmentation for OA Screening
    Patent (National)
  • HPV DNA Piezoelectric Biosensor Detection System
    Patent (National)
  • Humanpapilloma Virus DNA Piezoelectric Biosensor
    Copyright (University)
  • 3D Nuchal Translucency Assessment System for T21
    Copyright (University)
  • T-21D
    Copyright (University)
  • Automated Probabilistic Alternate Texture Elimination (PATE) Hand Bone Segmentation based on clustering with Restoration and Quality Evaluation Feedback
    PATENT
  • TalkMate
    TRADEMARK

COMMERCIALIZATION

  • Scoltech, (Product)
  • scoltech, (Product)
  • scoltech, (Licensing)

SOCIAL RESPONSIBILITY ACTIVITIES

  • Engineers Australia Mentor, (23 Jul 2020 - 31 Dec 2020)
  • Iem Mentor, (23 Mar 2016)
  • Technical Committee Member, Wsmeap' 2015 (2015 World Symposium On Mechatronics Engineering & Applied Physics), (22 Mar 2015)
  • Technical Committee Member, Gscit' 2015 (2015 Global Summit On Computer & Information Technology), (22 Mar 2015)
  • Technical Programme Committee - International Symposium On Intelligent Systems Technologies and Applications (Ista 15), (11 Nov 2014 - 13 Aug 2015)
  • Technical Programme Committee - International Conference On Computer Vision and Image Analysis Applications (Iccvia 2015), (02 Aug 2014 - 22 Dec 2014)
  • Technical Programme Committee - IEEE Symposium On Industrial Electronics & Applications(Isiea2014), (02 May 2014 - 16 Jul 2014)
  • Technical Programme Committee - International Colloquium of Art and Design Education Research 2014, (13 Oct 2013 - 20 Mar 2014)
  • Technical Program Committee, 2013 IEEE 5th International Conference On Engineering Education (Iceed2013), (30 Jul 2013 - 11 Aug 2014)
  • Technical Programme Committee - IEEE Symposium On Computers & Informatics, (01 Jan 2011 - 31 Dec 2013)
  • Technical Programme Committee - IEEE Student Conference On Research and Development, (01 Jan 2011 - 31 Dec 2012)
  • Technical Programme Committee - IEEE Conference On Computer Applications and Industrial Electronics, (01 Jan 2011 - 31 Dec 2012)
  • Technical Programme Committee - 2010 International Congress On Engineering Education, (01 Jan 2010 - 31 Dec 2012)