Curriculum Vitae

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

Associate Professor
  • Department of Biomedical Engineering
    Faculty of Engineering
  • +60379677627

BIOGRAPHY


Dr Lai received his PhD from Technische Universitat Ilmenau, Germany and Universiti Teknologi Malaysia (UTM) under DAAD PhD Sandwich Programme, and conferred with Chancellor Award from Queen of Johor. He is currently an Associate Professor in Biomedical Engineering Department, and CTO of BioSight Sdn Bhd (spin-off company of Universiti Malaya). Prior to this, He was affiliated to Technische Universitat Ilmenau, Germany as Doctoral scholar under DAAD (Deutscher Akademischer Austausch Dienst) PhD Sandwich Programme.

Dr. Lai pioneered industry-academic engineering programs associating several industrial consultation projects. He has contributed immensely to the development and enhancement in science & technology in Malaysia, particularly in the field of medical engineering. Amongst his significant achievements include the development of a portable, non-invasive device for scoliosis early detection and post-surgery progression monitoring, production of a novel POC device for knee osteoarthritis detection using VAG approaches and, more recently is the tailoring of a novel machine learning approaches that is able to perform cartilage pattern recognition in Magnetic Resonance Images without much human intervention. His work has attracted great interest from the industries locally and internationally. Besides being recognized by students and peers for his excellence as an educator, his contribution in biomedical imaging and Point-of-Care devices research has made him a regular recipient (more than 30 awards) of numerous international and national awards: multiples Special Awards and Gold Medals, Best of the Best Awards from ITEX, MTE, i-ENVEX, AiNEX, PECIPTA, BioMalaysia Expo, and other innovation and technology events organized by the Ministries agency in Malaysia. As for the global competitions, Dr. Lai’s research prototype has represented UM to participate iCREATe global challenge organized in Singapore, Thailand, and Japan in 2015, 2016 and 2017 respectively. In addition, he had received conference best presentation award from Fukuoka University Japan in 2015, the Best Sustainable Prototype Award in Digital Wonderland Singapore Expo 2019, awarded Honorable Mention Award in 2020 NSIEC by NCKU Taiwan,First runner-up of Brunei Crown Prince CIPTA 2021 Award, and elected as Member of Young Scientists Network - Academy of Sciences Malaysia (YSN-ASM) 2021. 

He upholds his academic pursuit by authoring more than 140 peer-reviewed ISI/WoS- and Scopus-listed publications, proceedings, book chapters, laboratory worksheet and guidelines (h-index 20). His innovations in his areas of expertise awarded him 17 patents and intellectual property rights and several major governments, industries, and international funded projects as principal investigator/Co-researchers (completed 22 projects, 13 projects on-going) in collaboration with local and international researchers.  

Dr. Lai is a registered Professional Engineer with Practicing Certificate (PEPC) at Board of Engineers Malaysia (BEM), Fellow of the Engineers Australia (FIEAust), APEC Engineer IntPE(Australia), and Chartered Professional Engineer (CPEng.) at NER (Australia), Fellow and past Council member of the Institute of Engineers Malaysia (IEM), Senior Member of IEEE (USA), and Member of the Institution of Engineering and Technology (IET), and U.K. Chartered Engineer (CEng.) and Professional Technologist at MBOT Malaysia. He has been invited to contribute as Technical Programme Committee (TPC) and designated reviewer for more than 50 international conferences, workshops and journal publishers. Following to that, he has been a regular speaker for more than 20 international conference papers and workshops. Besides, he devoted himself to academic community by serving as international journal editorial board members in several indexed journals including Associate Editor of IEEE Access, Frontiers in Public Health, IET Image Processing, and served as Lead Guest Editors of Multimedia Tools and Applications, Current Medical Imaging, Journal of Healthcare Engineering, Wireless Communication and Mobile Computing and etc. He is the key resource person for the engineering programme curriculum review and accreditation exercises (EAC/MQA/QMEC) in his department, and served as EAC Accreditation Panel under the purview of Board of Engineers Malaysia.

Dr Lai has been appointed as Fellow by Ministry of Education, Malaysia under CEO@Faculty Programme since September 2018, affiliated to CEO Office, PLUS Malaysia Berhad (PMB) – Datuk Azman Ismail, to work directly with C-suite level top management on policies, strategy planning in digital innovation transform to drive business embarking IR4.0. He drafted the strategy for commercial potentials of the imminent PLUS Video Analytics (VA) Infrastructure. Part of its strategy, he proposed the needs to develop and continuous improve on a variety of regression and analytical models based on the real-time output of VA, as well as a variety of templates for Reports, Dashboard and API that ensures output from the VA models are actionable by various Divisions of PMB (Commercial, Operational and TechInno).The entire VA projects’ investment costs more than Malaysian Ringgit twenty million, and Dr Lai served as one of the panels evaluating multiple Proof-of-Concepts (POC) stages and tenders from multinational companies.

Dr. Lai was awarded an ACU Fellowship by the Association of Commonwealth Universities by UK in 2021 for his research on the risk of hospital readmission among recovered COVID-19 patients. Following to that, Dr. Lai has been conferred The IEM Young Engineer Award 2021; one of the most prestigious awards by President of Institute of Engineers Malaysia during its AGM, in recognition of his research excellence and contribution to the profession and nation. Dr. Lai was also awarded the IEEE-EMBS Early Career Achievement Award 2021 by the IEEE EMBS Malaysia Chapter the same year. In 2022, Dr Lai was bestowed the BEM Malaysia Most Prominent Young Engineering Leader Award by the Prime Minister Malaysia.

Dr. Lai currently heads Advanced Analytic Research Group at Medical Imaging Laboratory, and supervised 52 postgraduate students (8 PhD, 6 MSc and 19 MEng completed, 17 PhD and 2 MSc on-going. His research group has secured more than RM2millions of research funding for numerous projects relating to healthcare technology, medical imaging and bioinstrumentation. He and his teams developed two prototypes that contribute significantly to the clinical diagnostic setting and protocol in the hospital, namely OsteoKneeKitTM, and Scoltech. These prototypes are currently under commercialization stages and have been featured by multiple Medias and magazine. A spin-off company under UM Deep Tech accelerator programme for ScoltechTM with capital RM50K has been approved and led by Dr Lai as CTO. 

Meanwhile, he is serving in numerous capacities as external examiner (PhD and Master Dissertations both locally and internationally), professional mentor of IEM (Malaysia) and EA (Australia), resource person, external assessor (HLAF), advisor of Industry Liaison Unit (Asia Pacific Region), Industry Advisory Panel (IAP), and Universiti Sains Islam Malaysia (USIM) Board Member for new technologist programme.

AREAS OF EXPERTISE


  • IMAGE PROCESSING AND COMPUTER VISION
  • NEURAL NETWORKS, GENETIC ALGORITHMS AND FUZZY LOGIC
    Machine Learning, Deep Learning
  • ARTIFICIAL INTELLIGENT DIAGNOSTIC TECHNIQUE
  • MAGNETIC RESONANCE IMAGING(MRI)
    image processing, medical imaging, medical computing
  • COMPUTED TOMOGRAPHY(CT SCAN)
    image processing, 3D reconstruction, visualization
  • ULTRASOUND
    3D reconstruction and visualization
  • MEDICAL ELECTRONICS
    biomedical instrumentation
  • MEDICAL IMAGING TECHNOLOGY
    Ultrasound, Magnetic Resonance Imaging, Computed Tomography

ACADEMIC QUALIFICATION


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

ADMINISTRATIVE DUTIES


  • AHLI JAWATANKUASA IJAZAH DASAR (JKID) FAKULTI KEJURUTERAAN
    01 Jul 2021 - 31 Dec 2023 (Faculty)
  • IDP COORDINATOR & 3RD YEAR PROJECT HEAD COMMITTEE
    05 Jul 2021 - 04 Jul 2023 (Faculty)
  • PENYELARAS PUBLICATION, RESEARCH, GRANT, INDUSTRIAL & INTER-INSTITUTIONAL
    05 Jul 2021 - 04 Jul 2023 (Faculty)
  • PENYELARAS INDUSTRIAL ADVISORY PANEL
    05 Jul 2021 - 04 Jul 2023 (Faculty)
  • Coordinator
    01 Jan 2014 - present (Faculty)
  • Academic Advisor
    01 Nov 2016 - 01 Dec 2022 (Faculty)
  • JAWATANKUASA INDUSTRIAL AND INTER-INSTITUTIONAL COOPERATIONS UNIT (l3CU)
    01 Jul 2021 - 30 Jun 2022 (Faculty)
  • AHLI JAWATANKUASA BUKU PANDUAN PROGRAM IJAZAH TINGGI SESI 2021/2022, FAKULTI KEJURUTERAAN
    01 Jul 2021 - 30 Jun 2022 (Faculty)
  • JAWATANKUASA RESEARCH GRANT MANAGEMENT UNIT (RGMU)
    01 Jul 2021 - 30 Jun 2022 (Faculty)
  • Committee JKKJ
    01 Jan 2020 - 31 Jul 2021 (Faculty)
  • Master of Biomedical Engineering (Programme Coordinator)
    01 Mar 2017 - 31 Jul 2021 (Faculty)
  • Coordinator (Industry Training) for Biomedical Engineering Department
    25 Nov 2016 - 01 Oct 2018 (Faculty)
  • Coordinator Faculty (Research MSc & PhD)
    18 Aug 2017 - 18 Aug 2018 (Faculty)
  • Coordinator
    01 Apr 2014 - 01 Apr 2017 (University Malaya)
  • Manager
    19 Dec 2013 - 31 Dec 2014 (University Malaya)

MEMBERSHIPS


  • THE WORLD ACADEMY OF SCIENCES - YOUNG AFFILIATES (TWAS EAST AND SOUTH-EAST ASIA AND THE PACIFIC REGIONAL PARTNER.), MEMBER
    2022 to present (International)
  • ASIA-PACIFIC ECONOMIC COOPERATION APEC INTPE, PROFESSIONAL ENGINEER
    Since 2020 (International)
  • THE INSTITUTION OF ENGINEERING TECHNOLOGY (IET UK), MIET, MEMBER
    Since 2014 (International)
  • INSTITUTION OF ENGINEERING AND TECHNOLOGY (IET UK) - CENG, CHARTERED ENGINEER
    Since 2014 (International)
  • NATIONAL PROFESSIONAL ENGINEERS REGISTER, AUSTRALIA - CPENG, MEMBER
    Since 2015 (International)
  • ENGINEERS AUSTRALIA, FELLOW
    Since 2015 (International)
  • BOARD OF ENGINEERS MALAYSIA, PROFESSIONAL ENGINEER
    Since 2015 (University)
  • PROFESSIONAL TECHNOLOGIST (TS.), MBOT, MEMBER
    2022 to 2023 (National)
  • ENGINEERS AUSTRALIA (EA) MENTOR, MENTOR
    Since 2020 (International)
  • IJN-UTM CARDIOVASCULAR ENGINEERING CENTRE, ASSOCIATE MEMBER
    Since 2013 (National)
  • IEEE, OTHERS
    Since 2020 (International)
  • EDITORIAL BOARD MEMBER, COMMITTEE MEMBER
    2021 to 2023 (International)
  • INSTITUTION OF ENGINEERS MALAYSIA (IEM), FELLOW
    Since 2021 (National)
  • ASSOCIATE EDITOR - IET IMAGE PROCESSING, CHIEF EDITOR/ EDITOR IN CHIEF
    2021 to present (International)
  • GRADUATE TECHNOLOGIST, MEMBER
    Since 2021 (National)
  • YOUNG SCIENTISTS NETWORK - ACADEMY OF SCIENCES MALAYSIA, MEMBER
    2021 to present (National)
  • ASEAN CHARTERED PROFESSIONAL ENGINEER, PROFESSIONAL ENGINEER
    Since 2021 (International)
  • ASIAN COUNCIL OF SCIENCE EDITORS, MEMBER
    2021 to 2022 (International)
  • INSTITUTE OF ENGINEERS MALAYSIA (IEM) INFOPUB STANDING COMMITTEE , COMMITTEE
    2020 to 2021 (National)
  • INSTITUTE OF ENGINEERS MALAYSIA (IEM) EDITORIAL BOARD 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) WEB PORTAL SUB-COMMITTEE CHAIRMAN , CHAIRMAN
    2020 to 2021 (National)
  • INSTITUTE OF ENGINEERS MALAYSIA (IEM), MENTOR
    2020 to present (National)

AWARD AND STEWARDSHIP


  • GOLD
    PECIPTA 2022, 2022 (National)
  • BEST INVENTION AWARD - YouCipta Innovation Awards
    YouCipta Innovation Awards, 2022 (National)
  • BEM Malaysia Most Prominent Young Engineering Leader Award 2022
    Board of Engineers Malaysia, 2022 (National)
  • GOLD MEDAL - SCOLTECH - DIGITAL SCOLIOMETER DEVICE FOR SCOLIOSIS DIAGNOSIS
    International Innovation ARSVOT Malaysia (IAM2022), 2022 (International)
  • NOTABLE FIGURE
    IEEE-EMBS Malaysia Chapter, 2021 (National)
  • SILVER MEDAL - R.I.F.E.: RADIOFREQUENCY IMAGE CAPTURING FOOTSWITCH FOR ENDOSCOPY
    INSTITUSI LATIHAN KEMAHIRAN BELIA DAN SUKAN (ILKBS), 2021 (National)
  • GOLD AWARD
    AsianInvent Singapore Challenge 21 (AiSC 21) themed invention challenge, Sustainability in a Post Pandemic Era., 2021 (International)
  • EXCELLENCE SERVICE AWARD
    University of Malaya, 2021 (University)
  • Gold Medal
    CITREX 2021, 2021 (International)
  • GOLD MEDAL
    Malaysia Technology Expo (MTE) 2021, 2021 (National)
  • 2021 IEM Young Engineer Award
    The Institute of Engineers Malaysia (IEM), 2021 (National)
  • GOLD MEDAL - IOT ENABLE DIGITAL SCOLIOSIS DIAGNOSIS DEVICE
    INSTITUT LATIHAN KEMAHIRAN BELIA DAN SUKAN (ILKBS), 2021 (National)
  • 2rd place winner (ASEAN CATEGORY)
    UNIVERSITI TEKNOLOGI BRUNEI, 2021 (International)
  • International Award of Merit - The Malaysia-Croatia Technology Exchange 2021
    Ambassador of the Republic of Croatia in Malaysia, 2021 (International)
  • GOLD MEDAL
    Universiti Teknologi Mara , 2021 (National)
  • Honorable Mention - The 2nd New Southbound Innovation and Enterpreneurship Competition
    National Cheng Kung University, Taiwan, 2020 (International)
  • Finalist - NSIEC 2020
    NCKU Taiwan, 2020 (International)
  • Champion - Inclusive Innovation Challenge (Central Zone) IPTA Category
    Yayasan Inovasi Malaysia , 2019 (National)
  • Gold Medal
    IET International ACEiC 2019: International Automation & Control Enhancing Innovation Competition 2019, 2019 (International)
  • Best Sustainable Award
    Singapore:Digital Wonderland 2019, 2019 (International)
  • Best Inventive Award
    IET International ACEiC 2019: International Automation & Control Enhancing Innovation Competition 2019, 2019 (International)
  • Gold Medal - INVENTION AND INNOVATION COMPETITION OF PRIVATE HIGHER EDUCATION INSTITUTION
    PERINTIS 2018, 2018 (National)
  • Gold Medal, InTEX 2018 Innovation Technology Expo
    UNIMAS SARAWAK, 2018 (National)
  • Gold Medal, Scoltech
    ITEX 2018, 2018 (International)
  • Double Gold, International Engineering Invention & Innovation Exhibition (i-ENVEX) 2018
    Universiti Malaysia Perlis, 2018 (International)
  • Gold Medal Award, ScolioS2, AiNEX 2017
    Universiti Malaysia Pahang, 2017 (National)
  • CERTIFICATE OF EXCELLENT SERVICE
    University of Malaya, 2017 (University)
  • Champion, Advanced Innovation & Engineering Exhibition AiNEX 2017
    Universiti Malaysia Pahang, 2017 (National)
  • Best of The Best Award, ScolioS2, AiNEX 2017
    Universiti Malaysia Pahang, 2017 (National)
  • Gold, Scolios2
    International Conference and Exposition on Inventions (PECIPTA 2017), 2017 (International)
  • MOST INNOVATIVE PRODUCT
    MALAYSIAN BIOECONOMY DEVELOPMENT CORPORATION, 2017 (National)
  • Sijil Perkhidmatan Cemerlang (Excellent Services Certificate) 2016
    University Malaya, Human Resource University Malaya, 2016 (University)
  • Gold Medal - OsteoKnee TM
    ITEX, 2016 (International)
  • Gold Medal - 3D Printed Teleophthalmoscope
    International Engineering Invention & Innovation Exhibition 2016, 2016 (International)
  • Gold Medal - Low Cost Powered Upper Limb Prosthesis
    International Engineering Invention & Innovation Exhibition 2016, 2016 (International)
  • INNOPA Special Award - OsteoKnee TM, Malaysia Technology Expo 2016
    Indonesian Invention and Innovation Promotion Association INNOPA, 2016 (International)
  • Gold Medal - OsteoKnee TM, Malaysia Technology Expo 2016
    MARS Malaysian Association of Research Scientist, 2016 (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)
    International Engineering Invention & Innovation Exhibition (i-ENVEX 2015), 2015 (International)
  • Pitching Award. Knee Sound Based Detector For Osteoarthritis Prediction.
    Asia Pacific Assistive Rehabilitative & Therapeutic Technology Student Challenge (ARTTs Challenge) Singapore 2015, 2015 (International)
  • Pitching Award. Total Knee Three Dimensional Magnetic Resonance Imaging Reconstruction For Osteoarthritis Assessment
    Asia Pacific Assistive Rehabilitative & Therapeutic Technology Student Challenge (ARTTs Challenge) Singapore 2015, 2015 (International)
  • Poster Award. Knee Synovial Fluid Pressure Measurement System for Osteoarthritis Assessment
    Asia Pacific Assistive Rehabilitative & Therapeutic Technology Student Challenge (ARTTs Challenge) Singapore 2015, 2015 (International)
  • Sijil Perkhidmatan Cemerlang (Excellent Services Certificate) 2015 University Malaya
    Human Resource University Malaya, 2015 (University)
  • 1st Prize (Champion)- Syringe Knee Pressure Monitor for Osteoarthritis Assessment - The Inclusive Innovation Challenge 2015
    Ministry of Science, Technology and Innovation (MOSTI) and YAYASAN INOVASI Malaysia, 2015 (National)
  • 3rd Prize - Knee Sound Based Detector for Osteoarthritis Prediction - The Inclusive Innovation Challenge 2015
    Ministry of Science, Technology and Innovation (MOSTI) and YAYASAN INOVASI Malaysia, 2015 (National)
  • Best Award Category - OsteoKnee
    MOSTI and UMP, 2015 (National)
  • Gold Medal - Knee Synovial Fluid Pressure Measurement System for Osteoarthritis Assessment - International Engineering Invention & Innovation Exhibition (i-ENVEX 2015)
    International Engineering Invention & Innovation Exhibition (i-ENVEX 2015), 2015 (International)
  • Gold Medal - OsteoKnee (TM)
    AiNEX 2015, 2015 (National)
  • Best Presentation Award - The 3rd IIAE International Conference on Intelligent Systems and Image Processing 2015. Fukuoka University, Fukuoka, Japan, September 2-5, 2015
    The 3rd IIAE International Conference on Intelligent Systems and Image Processing 2015, 2015 (International)
  • Silver Medal - OSTEOKIT - EXPO PENYELIDIKAN DAN INOVASI (UTeMEX 2015)
    Universiti Teknikal Malaysia Melaka (UTeM), 2015 (National)
  • Bronze Medal - UMARM: Low Cost Powered Upper Limb Prosthesis - EXPO PENYELIDIKAN DAN INOVASI (UTeMEX 2015)
    Universiti Teknikal Malaysia Melaka (UTeM), 2015 (National)
  • Bronze Medal. PECIPTA 2015
    PECIPTA, Ministry of Higher Education, 2015 (International)
  • CERTIFICATE OF EXCELLENT SERVICE
    University of Malaya, 2015 (University)
  • Pertandingan Rekacipta dan Inovasi Institusi Pengajian Tinggi Swasta (PERINTIS 2014)
    UNIVERSITI INFRASTRUCTURE KUALA LUMPUR, 2014 (International)
  • Gold Medal, Pengurus Catur University Malaya, Sukan Institusi Pengajian Tinggi (SukIPT) 2014
    Kementrian Pendidikan Malaysia, 2014 (National)
  • ANUGERAH PASUKAN CEMERLANG PELAJAR, CATUR MASUM, UNIVERSITY MALAYA, 2013
    MASUM, 2013 (National)
  • BioInnovation Awards 2013 - A Novel Hybrid Magnetoacoustic Measurement System for Breast Cancer Detection
    BioInnovation Awards 2013, 2013 (National)
  • BioMalaysia Conferences and Exhibitoon
    MINISTRY OF SCIENCE, TECHNOLOGY AND INNOVATION (MOSTI), 2012 (National)
  • Malaysia Technology Expo (MTE)
    MALAYSIA ASSOCIATION OF RESEARCH SCIENTISTS (MARS), 2010 (National)
  • DAAD(German Academic Exchange Service) Research Grant
    Deutscher Akademischer Austausch Dienst, Bonn, Germany, 2010 (International)

PUBLICATIONS


Article in Journal
WoS
  1. Abd Manaf, Noraida; Abd Wahab, Asnida; Rasheed, Hala Abdulkareem; Aziz, Maizatul Nadwa Che; Salim, Maheza Irna Mohamad; Sahalan, Mariaulpa; Hum, Yan Chai; Lai, Khin Wee (2023). Investigation of single beam ultrasound sensitivity as a monitoring tool for local hyperthermia treatment in breast cancer, MULTIMEDIA TOOLS AND APPLICATIONS. (), . doi:10.1007/s11042-021-11845-5
  2. Arumugam, Ramya; Kumar, Ramamoorthy; Dhanalakshmi, Samiappan; Lai, Khin Wee; Jiao, Lei; Wu, Xiang (2023). Novel Apodized Fiber Bragg Grating Applied for Medical Sensors: Performance Investigation, CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES. 135(1), 301-323. doi:10.32604/cmes.2022.022144
  3. Low, Wan Shi; Goh, Kheng Yee; Goh, Sim Kuan; Yeow, Chen Hua; Lai, Khin Wee; Goh, Siew Li; Chuah, Joon Huang; Chan, Chow Khuen (2023). Lower extremity kinematics walking speed classification using long short-term memory neural frameworks, MULTIMEDIA TOOLS AND APPLICATIONS. (), . doi:10.1007/s11042-021-11838-4
  4. 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
  5. 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
  6. Al-Ani, Ayman; Al-Ani, Ahmed K.; Laghari, Shams A.; Manickam, Selvakumar; Lai, Khin Wee; Hasikin, Khairunnisa (2022). NDPsec: Neighbor Discovery Protocol Security Mechanism, IEEE ACCESS. 10(), 83650-83663. doi:10.1109/ACCESS.2022.3196028
  7. Ching, Serena Low Woan; Lai, Khin Wee; Chuah, Joon Huang; Hasikin, Khairunnisa; Khalil, Azira; Qian, Pengjiang; Xia, Kaijian; Jiang, Yizhang; Zhang, Yuanpeng; Dhanalakshmi, Samiappan (2022). Multiclass Convolution Neural Network for Classification of COVID-19 CT Images, COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE. 2022(), . doi:10.1155/2022/9167707
  8. 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
  9. Gu, Yi; Xia, Kaijian; Lai, Khin-Wee; Jiang, Yizhang; Qian, Pengjiang; Gu, Xiaoqing (2022). 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
  10. 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
  11. Jamaludin, Mohd Redzuan; Lai, Khin Wee; Chuah, Joon Huang; Zaki, Muhammad Afiq; Hasikin, Khairunnisa; Abd Razak, Nasrul Anuar; Dhanalakshmi, Samiappan; Saw, Lim Beng; Wu, Xiang (2022). Machine Learning Application of Transcranial Motor-Evoked Potential to Predict Positive Functional Outcomes of Patients, COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE. 2022(), . doi:10.1155/2022/2801663
  12. 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
  13. Khairuddin, Mohamed Zul Fadhli; Hui, Puat Lu; Hasikin, Khairunnisa; Abd Razak, Nasrul Anuar; Lai, Khin Wee; Saudi, Ahmad Shakir Mohd; Ibrahim, Siti Salwa (2022). Occupational Injury Risk Mitigation: Machine Learning Approach and Feature Optimization for Smart Workplace Surveillance, INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 19(21), . doi:10.3390/ijerph192113962
  14. 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
  15. Kulathilake, K. A. Saneera Hemantha; Abdullah, Nor Aniza; Sabri, Aznul Qalid Md; Bandara, A. M. R. Ravimal; Lai, Khin Wee (2022). A review on self-adaptation approaches and techniques in medical image denoising algorithms, MULTIMEDIA TOOLS AND APPLICATIONS. (), . doi:10.1007/s11042-022-13511-w
  16. Latha, S.; Muthu, P.; Dhanalakshmi, Samiappan; Kumar, R.; Lai, Khin Wee; Wu, Xiang (2022). Emerging Feature Extraction Techniques for Machine Learning-Based Classification of Carotid Artery Ultrasound Images, COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE. 2022(), . doi:10.1155/2022/1847981
  17. 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
  18. 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
  19. Li, Chong; Yang, Mingzhao; Zhang, Yongting; Lai, Khin Wee (2022). An Intelligent Mental Health Identification Method for College Students: A Mixed-Method Study, INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 19(22), . doi:10.3390/ijerph192214976
  20. Ligi, S. Vineth; Kundu, Soumya Snigdha; Kumar, R.; Narayanamoorthi, R.; Lai, Khin Wee; Dhanalakshmi, Samiappan (2022). Radiological Analysis of COVID-19 Using Computational Intelligence: A Broad Gauge Study, JOURNAL OF HEALTHCARE ENGINEERING. 2022(), . doi:10.1155/2022/5998042
  21. 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
  22. 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
  23. 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
  24. Monika, R.; Dhanalakshmi, Samiappan; Kumar, R.; Narayanamoorthi, R.; Lai, Khin Wee (2022). An efficient adaptive compressive sensing technique for underwater image compression in IoUT, WIRELESS NETWORKS. (), . doi:10.1007/s11276-022-02921-1
  25. Nair, Ashwini Sunil; Priya, Radhakrishnan Shanthi; Rajagopal, Prashanthini; Pradeepa, Chandramouli; Senthil, Ramalingam; Dhanalakshmi, Samiappan; Lai, Khin Wee; Wu, Xiang; Zuo, Xiaowei (2022). A case study on the effect of light and colors in the built environment on autistic children's behavior, FRONTIERS IN PSYCHIATRY. 13(), . doi:10.3389/fpsyt.2022.1042641
  26. 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
  27. Ohara, Hiroya; Shimizu, Hironori; Kasamatsu, Takehito; Kajita, Akihiro; Uno, Kenji; Lai, Khin Wee; Vellingiri, Balachandar; Sugie, Kazuma; Kinoshita, Masako (2022). Cytotoxic lesions of the corpus callosum after COVID-19 vaccination, NEURORADIOLOGY. (), . doi:10.1007/s00234-022-03010-y
  28. Ohara, Hiroya; Shimizu, Hironori; Kasamatsu, Takehito; Kajita, Akihiro; Uno, Kenji; Lai, Khin Wee; Vellingiri, Balachandar; Sugie, Kazuma; Kinoshita, Masako (2022). Response to: "Before blaming a COVID vaccine for cytotoxic lesions of the corpus callosum all other differentials must be ruled out", NEURORADIOLOGY. 64(11), 2101-2102. doi:10.1007/s00234-022-03057-x
  29. Pauline, S. Hannah; Dhanalakshmi, Samiappan; Kumar, R.; Narayanamoorthi, R.; Lai, Khin Wee (2022). A Low-Cost Multistage Cascaded Adaptive Filter Configuration for Noise Reduction in Phonocardiogram Signal, JOURNAL OF HEALTHCARE ENGINEERING. 2022(), . doi:10.1155/2022/3039624
  30. Pauline, S. Hannah; Dhanalakshmi, Samiappan; Kumar, R.; Narayanamoorthi, R.; Lai, Khin Wee (2022). 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
  31. 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
  32. Saim, Hanim; Yassin, Siti N. M.; Salim, Maheza I. M.; Jemon, Khairunadwa; AlAshwal, Rania H.; Wahab, Asnida A.; Sahalan, Mariaulpa; Chai, Hum Yan; Wee, Lai K. (2022). Antitumor effect of infrared whole-body hyperthermia with curcumin in breast Cancer, MULTIMEDIA TOOLS AND APPLICATIONS. (), . doi:10.1007/s11042-022-13521-8
  33. 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
  34. Tan, Ying Hui; Chow, Li Sze; Chuah, Joon Huang; Lai, Khin Wee (2022). Diagnosis of optic neuritis using magnetic resonance images, MULTIMEDIA TOOLS AND APPLICATIONS. (), . doi:10.1007/s11042-022-13520-9
  35. Teoh, Yun Xin; Lai, Khin Wee; Usman, Juliana; Goh, Siew Li; Mohafez, Hamidreza; Hasikin, Khairunnisa; Qian, Pengjiang; Jiang, Yizhang; Zhang, Yuanpeng; Dhanalakshmi, Samiappan (2022). Discovering Knee Osteoarthritis Imaging Features for Diagnosis and Prognosis: Review of Manual Imaging Grading and Machine Learning Approaches, JOURNAL OF HEALTHCARE ENGINEERING. 2022(), . doi:10.1155/2022/4138666
  36. 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
  37. 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
  38. 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
  39. 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
  40. Zhou, Jincheng; Wang, Dan; Ling, Lei; Li, Mingjiang; Lai, Khin-Wee (2022). Comparative Analysis of the Performance of Complex Texture Clustering Driven by Computational Intelligence Methods Using Multiple Clustering Models, COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE. 2022(), . doi:10.1155/2022/8449491
  41. 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
  42. Faisal, A; Khalil, A; Chai, HY; Lai, KW (2021). X-ray carpal bone segmentation and area measurement, MULTIMEDIA TOOLS AND APPLICATIONS. (), . doi:10.1007/s11042-021-11281-5
  43. 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
  44. 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
  45. Hum, YC; Tan, HR; Tee, YK; Yap, WS; Tan, TS; Salim, MIM; Lai, KW (2021). The development of skin lesion detection application in smart handheld devices using deep neural networks, MULTIMEDIA TOOLS AND APPLICATIONS. (), . doi:10.1007/s11042-021-11013-9
  46. Jamaludin, M. R., Lai, K. W., Chuah, J. H., Zaki, M. A., Hum, Y. C., Tee, Y. K., . . . Saw, L. B. (2021). Transcranial Electrical Motor Evoked Potential in Predicting Positive Functional Outcome of Patients after Decompressive Spine Surgery: Review on Challenges and Recommendations towards Objective Interpretation. Behavioural Neurology, 2021. doi: 10.1155/2021/2684855
  47. 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
  48. Kulathilake, K., Abdullah, N. A., Bandara, A., & Lai, K. W. (2021). InNetGAN: Inception Network-Based Generative Adversarial Network for Denoising Low-Dose Computed Tomography. Journal of Healthcare Engineering, 2021, 20. doi: 10.1155/2021/9975762
  49. Kulathilake, KASH; Abdullah, NA; Sabri, AQM; Lai, KW (2021). A review on Deep Learning approaches for low-dose Computed Tomography restoration, COMPLEX & INTELLIGENT SYSTEMS. (), . doi:10.1007/s40747-021-00405-x
  50. 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
  51. 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
  52. 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
  53. 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
  54. Teo, K., Yong, C. W., Chuah, J. H., Murphy, B. P., & Lai, K. W. (2021). Early Detection of Readmission Risk for Decision Support Based on Clinical Notes. Journal of Medical Imaging and Health Informatics, 11(2), 529-534. doi: 10.1166/jmihi.2021.3304
  55. Teo, K., Yong, C. W., Muhamad, F., Mohafez, H., Hasikin, K., Xia, K. J., . . . Lai, K. W. (2021). The Promise for Reducing Healthcare Cost with Predictive Model: An Analysis with Quantized Evaluation Metric on Readmission. Journal of Healthcare Engineering, 2021. doi: 10.1155/2021/9208138
  56. Teo, Kareen; Yong, Ching Wai; Chuah, Joon Huang; Hum, Yan Chai; Tee, Yee Kai; Xia, Kaijian; Lai, Khin Wee (2021). Current Trends in Readmission Prediction: An Overview of Approaches, ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING. (), . doi:10.1007/s13369-021-06040-5
  57. Yeoh, P. S. Q., Lai, K. W., Goh, S. L., Hasikin, K., Hum, Y. C., Tee, Y. K., & Dhanalakshmi, S. (2021). Emergence of Deep Learning in Knee Osteoarthritis Diagnosis. Computational Intelligence and Neuroscience, 2021, 20. doi: 10.1155/2021/4931437
  58. 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
  59. Yong, CW; Teo, K; Murphy, BP; Hum, YC; Tee, YK; Xia, KJ; Lai, KW (2021). Knee osteoarthritis severity classification with ordinal regression module, MULTIMEDIA TOOLS AND APPLICATIONS. (), . doi:10.1007/s11042-021-10557-0
  60. 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
  61. 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
  62. 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
  63. 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
  64. 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
  65. 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
  66. 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
  67. 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
  68. Teo, K., Yong, C. W., Chuah, J. H., Murphy, B. P., & Lai, K. W. (2020). Discovering the Predictive Value of Clinical Notes: Machine Learning Analysis with Text Representation. Journal of Medical Imaging and Health Informatics, 10(12), 2869-2875. doi: 10.1166/jmihi.2020.3291
  69. 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
  70. 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
  71. Nizar, M. H. A., Khalil, A., Chan, C. K., Utama, N. P., Lai, K. W. (2019). Pilot Study on Machine Learning for Aortic Valve Detection in Echocardiography Images. Journal of Medical Imaging and Health Informatics, 9(1), 9-14. doi:10.1166/jmihi.2019.2563
  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. Zulkifli, N. B., Suhaimi, F. M., Cheok, N. S., Lai, K. W. (2019). Ablation of Dental Glass lonomer Cement Using Neodymium-Doped Yttrium Aluminium Garnet Laser. Journal of Medical Imaging and Health Informatics, 9(9), 1787-1795. doi:10.1166/jmihi.2019.2852
  74. 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
  75. Golshan, F., Sajadpoor, S., Jaafar, Z., Hum, Y. C., Pingguan-Murphy, B., Lai, K. W. (2018). Novel Approach to Non-Invasive Detection of Osteoarthritis Using Capacitive Tri-Axial Accelerometers. Journal of Medical Imaging and Health Informatics, 8(6), 1176-1185. doi:10.1166/jmihi.2018.2422
  76. Golshan, F; Sajadpoor, S; Jaafar, Z; Hum, YC; Pingguan-Murphy, B; Lai, KW (2018). Novel Approach to Non-Invasive Detection of Osteoarthritis Using Capacitive Tri-Axial Accelerometers, JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS. 8(6), 1176-1185. doi:10.1166/jmihi.2018.2422
  77. 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
  78. Khalil, Azira; Ng, Siew-Cheok; Liew, Yih Miin; Lai, Khin Wee (2018). An Overview on Image Registration Techniques for Cardiac Diagnosis and Treatment, CARDIOLOGY RESEARCH AND PRACTICE. 2018(), . doi:10.1155/2018/1437125
  79. Zulkifli, N. B., Suhaimi, F. M., Cheok, N. S., Chai, H. Y., Salim, M. I. M., Lai, K. W. (2018). Effect of Different Parameters of Nd:YAG Laser Irradiation on Self Etching Primer. Journal of Medical Imaging and Health Informatics, 8(3), 444-451. doi: 10.1166/jmihi.2018.2352
  80. 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.
  81. 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
  82. Lanisa, N., Chai, H. Y., Ng, S. C., Liew, Y. M., Salim, M. I. M., Lai, K. W. (2017). Texture Similarity Analysis of Breast Abnormalities in Infrared Thermal Image. Journal of Medical Imaging and Health Informatics, 7(8), 1830-1836. doi:10.1166/jmihi.2017.2264
  83. Lanisa, Norlailah; Chai, Hum Yan; Ng, Siew Cheok; Liew, Yih Miin; Salim, Maheza Irna Mohamad; Lai, Khin Wee (2017). Texture Similarity Analysis of Breast Abnormalities in Infrared Thermal Image, JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS. 7(8), 1830-1836. doi:10.1166/jmihi.2017.2264
  84. 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
  85. 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
  86. 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.
  87. 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
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  89. Jahanzad, Z., Liew, Y. M., Bilgen, M., McLaughlin, R. A., Leong, C. O., Chee, K. H., Aziz, Y. F. A., Ung, N. M., Lai, K. W., Ng, S. C., Lim, E. (2015). Regional assessment of LV wall in infarcted heart using tagged MRI and cardiac modelling, Physics in Medicine and Biology. 60(10), 4015-4031
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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. Khin Wee Lai, Pauline Yeoh, Goh Siew Li, Khairunnisa hasikin, Xiang Wu
  2. 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.
  3. 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.
  4. 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.
  5. 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
  6. 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
  7. 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.
  8. 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.
  9. 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
  10. 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)
  11. 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
  12. 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
  13. 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
  14. 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.
  15. 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
  16. 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
  17. 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.
  18. 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.
  19. 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.
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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 INTEREST


  • 3D Cardiovascular Image Reconstruction, Fusion and Visualization for Surgical Planning (ultrasound, MR imaging, fusion, registration, reconstruction)
  • Interactive 3D stereo holographic visualization for volumetric medical images (hologram, volumetric, medical imaging, visualization, interactive)
  • Navigated 3D image guided system for intervention surgical planning (image guided, navigation, intervention, 3D reconstruction)

RESEARCH PROJECT


National
  1. 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)
  2. 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))
  3. 2022 - 2024, UM International Collaboration Grant
    Hospital Readmission of Covid-19 Patients using Machine Learning Prediction Model ( Principal Investigator(PI))
  4. 2019 - 2023, Fundamental Research Grant Scheme (FRGS)
    A Novel Methodology For Ganoderma Disease Prevention Using Deep Learning (dl) ( Principal Investigator(PI))
  5. 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))
  6. 2019 - 2022, RU Geran - Fakulti Program
    Postural Control And Stability Impairment As Determinants Of Recurrence In Lateral Ankle Sprain ( Co-Researcher)
  7. 2021 - 2022, RU Geran - ADEC
    Online Mathematics Teaching: Comparing And Contrasting Synchronous Versus Asynchronous Practices ( Co-Researcher)
  8. 2018 - 2021, RU Geran - Fakulti Program
    Deep Learning Of Prognostic Modelling In Electronic Medical Record _for Survival Analysis ( Principal Investigator(PI))
  9. 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))
  10. 2020 - 2021, RU Geran
    Digital Health Transformation for Prognosis Risk Prediction Using Deep Learning ( Principal Investigator(PI))
  11. 2020 - 2021, KW PNC(JIM)
    Scoltech ( Principal Investigator(PI))
  12. 2016 - 2019, RU Geran
    The Respiratory Compensation Auto Tuning System With Ultrasound Image Tracking Technique ( Principal Investigator(PI))
  13. 2017 - 2019, Prototype Research Grant Scheme (PRGS)
    Pre-Clinical Testing of Portable Prototype to Assess Shoulder Asymmetry for Scoliosis Patients ( Principal Investigator(PI))
  14. 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))
  15. 2014 - 2018, Geran Penyelidikan Universiti Malaya (UMRG Programme) - HTM (Wellness)
    Quantification Of Myocardial Infarction And Cardiac Remodeling Using Magnetic Resonance Imaging ( Co-Researcher)
  16. 2015 - 2018, Postgraduate Research Grant (PPP) - Research
    Active Contour Models for Knee Cartilage and Meniscus Ultrasound Image Segmentation ( Principal Investigator(PI))
  17. 2015 - 2018, Postgraduate Research Grant (PPP) - Research
    Fusion Of Intravascular Ultrasound (ivus) And Computed Tomography Angiography For Coronary Arteries ( Principal Investigator(PI))
  18. 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))
  19. 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))
  20. 2016 - 2018, Postgraduate Research Grant (PPP) - Research
    DEVELOPMENT OF NON-INVASIVE SENSORS FOR OSTEOARTHRITIS DETECTION ( Principal Investigator(PI))
  21. 2013 - 2017, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC))
    Biomechanical Analysis Of Knee Osteortritis ( Co-Researcher)
  22. 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))
  23. 2015 - 2017, Postgraduate Research Grant (PPP) - Research
    DEVELOPMENT OF AUTOMATED MAMMOGRAM CLASSIFIER FOR BREAST CANCER DETECTION ( Principal Investigator(PI))
  24. 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))
  25. 2015 - 2017, Prototype Research Grant Scheme (PRGS)
    Upgrading mySMARTLeg: Prototype Scale Up of a User Intention-detecting Transfemoral for Microcontrolled Prosthetic Leg ( Consultant)
  26. 2013 - 2016, Geran Penyelidikan Universiti Malaya (UMRG Programme) - AET (Innovative Technology (ITRC))
    Ultrasound Knee Biomarker Feature Extraction For Early Osteoarthritis Detection ( Principal Investigator(PI))
  27. 2014 - 2016, MOSTI-Science Fund
    Development Of Computed Tomography (ct)-ultrasound (us) Derived Fusion For Cardiovascular Imaging ( Principal Investigator(PI))
  28. 2014 - 2016, Fundamental Research Grant Scheme (FRGS)
    Investigation of One Dimensional Ultrasound'sSensitivity as a Monitoring Method of MinimallyInvasive Thermal Therapy ( Technical Advisor)
  29. 2013 - 2015, ScienceFund
    Development of Navigated needle-based 3D image guided Biopsy for Lung Cancer Detection ( Consultant)
  30. 2013 - 2015, Geran Penyelidikan Universiti Malaya (UMRG)
    Investigation of Knee Osteoarthritis intervention and early detection ( Principal Investigator(PI))
  31. 2013 - 2015, ScienceFund
    Development of Computed Tomography (CT)-Ultrasound (US) Derived Fusion for Cardiovascular Imaging 01-01-03-SF0973 ( Principal Investigator(PI))
  32. 2014 - 2015, Geran Penyelidikan Universiti Malaya (UMRG)
    QUANTIFICATION OF MYOCARDIAL INFARCTION AND CARDIAC REMODELING USING RESONANCE IMAGING ( Consultant)
  33. 2009 - 2010, ScienceFund
    Design and Realization of Trisomy 21 Early Detection System Based on Ultrasound Fetal Images and Maternal Health Data ( -Researcher)
Private
  1. 2023 - 2026, Private Funding
    Interventional Study of Detoxification on Sleep Quality and Fatigue through Reflexology of Ogawa Automated Massage ( Principal Investigator(PI))
  2. 2019 - 2023, Private Funding
    Research Projects With The Objective To Improve Blood Circulation And Enhance Cellular Respiration Of The Body ( Co-Researcher)
  3. 2019 - 2023, Private Funding
    Clinical Testing With The Objective To Improve Sleep Quality And Treat Diseases For Anxiety Disorders ( Principal Investigator(PI))
International
  1. 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))
  2. 2022 - 2023, International Funding
    System Integration Using Spatiotemporal And Machine Translation Models ( Principal Investigator(PI))
  3. 2021 - 2022, International Funding
    A Machine Learning Based Solution To Mitigate Pandemic In Long Term Sustainable Approaches ( Principal Investigator(PI))

CONSULTANCY PROJECT


  • 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. Vibroarthrography Difference between Left and Right Knee for Osteoarthritis Detection, ICIBEL 2017, University Malaya (International) (11 Dec 2017 - 12 Dec 2017)
  2. 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/PROFESSIONAL SERVICES


Evaluation
  1. (2021) BMJ Open, (Reviewer)
  2. (2021) Medical Physics, (Reviewer)
  3. (2021) Journal of Ambient Intelligence and Humanized Computing, (Reviewer)
  4. (2021) International Journal of Computer Assisted Radiology and Surgery, (Editor)
  5. (2021) Journal of Applied Science and Engineering, (Reviewer)
  6. (2021) Scientific Reports, (Reviewer)
  7. (2021) Complex & Intelligent Systems, (Reviewer)
  8. (2021) Health Informatics Journal, (Reviewer)
  9. (2021) Soft Computing, (Reviewer)
  10. (2021) PeerJ Computer Science, (Reviewer)
  11. (2020) International Journal of Intelligent Systems , (Reviewer)
  12. (2020) Journal of Grid Computing , (Reviewer)
  13. (2020) PLOS ONE , (Reviewer)
  14. (2020) IEEE ACCESS , (Reviewer)
  15. (2020) Multimedia Tools and Applications , (Reviewer)
  16. (2020) CMES - Computer Modeling in Engineering and Sciences, (Reviewer)
  17. (2020) Chinese Journal of Chemical Engineering , (Reviewer)
  18. (2020) Multimedia Tools and Applications , (Editor)
  19. (2020) Wireless Communications and Mobile Computing, (Editor)
  20. (2020) Computer Methods and Programs in Biomedicine , (Reviewer)
  21. (2020) International Conference on Supercomputing (ICS) , (Reviewer)
  22. (2020) Journal of Systems Architecture , (Reviewer)
  23. (2020) International Journal of Biomedical Imaging , (Reviewer)
  24. (2020) IEEE-EMBS Conference on Biomedical Engineering and Sciences , (Reviewer)
  25. (2020) Journal of Medical Imaging and Health Informatics , (Reviewer)
  26. (2020) International Journal of Electrical and Computer Engineering (IJECE) , (Reviewer)
  27. (2020) IAES International Journal of Artificial Intelligence (IJ-AI) , (Reviewer)
  28. (2020) IEEE International Symposium on Biomedical Imaging (ISBI) , (Reviewer)
  29. (2020) IEEE ACCESS , (Editor)
  30. (2020) IEEE Transactions on Neural Systems and Rehabilitation Engineering , (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. (2023) Appointment as An Evaluation Panel for Engineering Technology Accreditation Council (Etac), National, (Expert Advisor)
  2. (2021) Guest Editor in Chief, Journal of Healthcare Engineering, United Kingdom
  3. (2021) Track Editor, Journal of the Institute of Engineers Malaysia, Malaysia
  4. (2021) Guest Editor, Wireless Communications and Mobile Computing, United Kingdom
  5. (2021) Guest Editor in Chief, Current Medical Imaging, United Arab Emirates
  6. (2020) Associate Editor, IEEE ACCESS, United States Of America
  7. (2020) Guest Editor in Chief, Multimedia Tools and Applications, Germany
  8. (2019) Council IEM, IEM Malaysia, Malaysia
  9. (2019) IPRA / PRI Panel - IET UK, IET UK, United Kingdom
  10. (2019) Consultant for Industry Project - Clinical Testing With The Objective To Improve Sleep Quality And Treat Diseases For Anxiety Disorders, Ogawa Malaysia
  11. (2018) Professional Registration Interviewer (PRI), Institute of Engineering and Technology (IET) UK
  12. (2018) International Professional Registration Advisor (IPRA) - IET Registration and Standards Recruitment Panel, UK, Institute of Engineering Technology, IET UK
  13. (2013) Imaging Research Cluster, IJN-UTM Cardiovascular Engineering Centre, National
  14. (2010) BMTI Institute, Technische Universitat Ilmenau, Thuringia, Germany, International

SUPERVISION


Under Graduate Students
  1. (2020) ANALYSIS OF ENDOSCOPY IMAGE CAPTURE CONTROL USING SPEECH RECOGNITION ALGORITHM
  2. (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
  3. (2020) CLASSIFICATION OF COVID-19 AND NON-COVID-19 LUNG COMPUTED TOMOGRAPHY IMAGES USING MACHINE LEARNING
  4. (2020) CLASSIFICATION OF COVID-19 PNEUMONIA X-RAY IMAGES USING MACHINE LEARNING
  5. (2019) Analysis Of A New Developed Circuit Board Of Scoltech
  6. (2019) - Analysis Of A New Developed Iot System For Scoltech Patients
  7. (2019) - Clinical Testing Of Ogawa Master Drive Plus Massage Chair With Ai To Improve Blood Circulation
  8. (2019) Development Of Portable Scoliosis Diagnostic Device For Clinical Testing
  9. (2019) Testing Ogawa Master Drive Ai Massage Chair To Improve Sleep Quality And Treat Diseases For Anxiety Disorders
  10. (2018) Image Feature Extraction Using Deep Learning Approach For Bone Age Assessment
  11. (2018) Knee Cartilage Segmentation Using Deep Learning Approach In Magnetic Resonance Imaging
  12. (2018) Heart echo recorder
  13. (2017) Smartphone Camera based Otoscope for Ear Infection Screening
  14. (2017) Analysis Of Thermal Massage Wellness Effect Using Master Drive 4d Thermo Care
  15. (2017) Communication system using eye contact for quadriplegia patient (paralysis below neck)
  16. (2017) Design and Development of Portable Digital Microscope for Blood Screening
  17. (2017) Development Of Compact Biological Signal Health Monitor
  18. (2017) Portable device for measuring and detecting scoliosis
  19. (2015) 2 DEGREE OF FREEDOM LOW COST PROSTHETIC WRIST
  20. (2015) Design and development of piezo disk sensors on detection of knee Osteoarthritis
  21. (2015) DEVELOPMENT OF A CONDENSING LENS ADAPTER FOR SMARTPHONE-BASED HIGH QUALITY RETINAL FUNDUS IMAGE ACQUISITION
  22. (2015) Electromyography Controlled Prosthetic Arm
  23. (2015) Low-Cost Powered Upper Limb Prosthesis
  24. (2015) Measurement And Analysis Of Knee Pressure Produced By Flexion And Extension Using Piezo-Disk Sensing
  25. (2015) Reliability of vibration sensors on detection of knee Osteoarthritis
  26. (2015) Total Knee Three Dimensional Magnetic Resonance Imaging Reconstruction For Osteoarthritis Assessment
  27. (2015) cardiac phantom development for multimodality imaging
  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) Knee Sound based Detector for Osteoarthritis Prediction
  32. (2014) Knee Synovial Fluid Pressure Measurement System for Osteoarthritis Assessment
  33. (2014) Computational Heart Murmur Signal Processing for Cardiac Diseases Classification
  34. (2014) Prototype Development of Electronic Acquisition System for Heart Murmur
  35. (2013) Mammogram contrast enhancement of masses and micro-calcification for early detection of breast cancer
  36. (2013) Speckle Reduction and Active Contour Segmentation of Ultrasound Knee Cartilage for Osteoarthritis Detection
  37. (2013) Three Dimensional Reconstruction of Cardiac MR imaging
Postgraduate Student
PhD/ Doctoral
  1. (2022) INTELLIGENT PRIVACY PROTECTION MECHANISM FOR EPISTATIC DETECTION OF GENOME WIDE ASSOCIATION STUDIES, Yong Ting Zhang
  2. (2022) LEFT VENTRICAL SEGMENTATION FROM ECHOCARDIOGRAPHY IMAGES USING DEEP LEARNING, Muhammad Shoaib Ali
  3. (2022) DEVELOPMENT OF MICROCONTROLLER-BASED IN SOCKET SENSORY SYSTEM FOR AN ACTIVE PROSTHETIC LEG, NUR HIDAYAH BINTI MOHD YUSOF
  4. (2022) Machine learning on electrophysiological encoding deficits in hearing speech perception, ABDUL RAUF BIN ABU BAKAR
  5. (2022) Machine Learning Model of Readmission among Recovered Covid-19 Patients: For a Longer Fight after Movement Control Order in Malaysia using ICT technologies, LOO WEI KIT
  6. (2022) MULTICLASS CLASSIFICATION FOR COVID-19 ASSESSMENT OF CHEST X-RAY USING MACHINE LEARNING, SHAZIA ANIS
  7. (2022) IMPROVED MOTOR EVOKED POTENTIAL RESPONSE INTERPRETATION USING MACHINE LEARNING IN LOWER LUMBAR DECOMPRESSION SURGERIES, MOHD REDZUAN BIN JAMALUDIN
  8. (2022) CLASSIFICATION OF WALKING SPEED FOR LOWER EXTREMITY KINEMATICS USING DEEP LEARNING FRAMEWORK, LOW WAN SHI
  9. (2022) NON-INVASIVE DETECTION OF BLOOD GLUCOSE BY RAMAN SPECTROSCOPY BASED ON MACHINE LEARNING, FENG WEIJIA
  10. (2022) 3D DEEP LEARNING ON KNEE MAGNETIC RESONANCE IMAGES FOR OSTEOARTHRITIS ASSESSMENT, PAULINE YEOH SHAN QING
  11. (2022) Artificial intelligence, NEO EN XIN
  12. (2022) PREDICTIVE MAINTENANCE FOR BIOMEDICAL EQUIPMENT IN MALAYSIAN GOVERNMENT HOSPITAL USING DEEP LEARNING TECHNIQUES, NUR HANINIE BINTI ABD WAHAB
  13. (2022) Classification system for urinary tract dilatation in paediatric patient, Zhen Zhao
  14. (2022) 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
  15. (2022) Prevalence, modeling and analysis of knee loading due to stop go motion during driving, JEEVARAAJ A/L N.VIVEKANANDAN
  16. (2022) CLASSIFICATION OF COVID-19 ON COMPUTED TOMOGRAPHY IMAGES USING DEEP LEARNING, SERENA LOW WOAN CHING
  17. (2022) DENOISING AND CONTENT RESTORATION OF LOW-DOSE COMPUTER TOMOGRAPHY USING GENERATIVE DEEP LEARNING TECHNIQUE, KODIKARA ARACHCHILLAYA SANEERA HEMANTHA KULATHILAKE
  18. (2022) Virtual Instructor Led-Training Fusing Augmented Reality and Internet of Things (IoT): Analysing Participant Engagement and Emotion, Nur Aisyah Nurhadi
  19. (2021) MEDICAL IMAGING, AISYAH BINTI MOHD RAHIMI (Universiti Sains Islam Malaysia (Usim))
  20. (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
  21. (2020) NON-INVASIVE DETECTION OF BLOOD GLUCOSE BY RAMAN SPECTROSCOPY BASED ON MACHINE LEARNING, FENG WEIJIA
  22. (2020) Machine learning on electrophysiological encoding deficits in hearing speech perception, ABDUL RAUF BIN ABU BAKAR
  23. (2020) AN OPTIMIZATION OF TRANSESTERIFICATION PROCESS FOR CEIBA PENTANDRA OIL USING MACHINE LEARNING, SERENA LOW WOAN CHING
  24. (2020) deep learning based imaging convolutional neural network for early disease classification and detection, PAULINE YEOH SHAN QING
  25. (2019) DEVELOPMENT OF MICROCONTROLLER-BASED IN SOCKET SENSORY SYSTEM FOR AN ACTIVE PROSTHETIC LEG, NUR HIDAYAH BINTI MOHD YUSOF
  26. (2019) Multi-Enhancement Feature Attention Deep Learning Technique for Restoration of Low-Dose Computer Tomography, K.A. Saneera Hemantha Kulathilake
  27. (2019) Motor Evoked Potential Improvement Responses and its Prognostic Value towards Clinical Outcome, Mohd Redzuan Jamaludin
  28. (2019) Machine Learning for Multi-Object Segmentation in Chest Radiography, Shazia Anis
  29. (2019) Left Ventricle Segmentation in Echocardiography using Deep Learning Approach, Muhammad Shoaib Ali
  30. (2019) AN IMPROVED BONE AGE ASSESSMENT USING ADVANCED IMAGE PROCESSING AND DEEP LEARNING APPROACH, LIANG KIM MENG
  31. (2019) INTELLIGENCE DIABETIC RETINOPATHY DETECTION SYSTEM USING DEEP LEARNING, LOW WAN SHI
  32. (2017) Deep Learning Of Convolutional Neural Network For Osteoarthritis Diagnosis Using Magnetic Resonance Knee Imaging, Kareen Teo
  33. (2017) Deep Learning Approach In Interpretation Of Gait Analysis, MUHAMMAD HANIF BIN AHMAD NIZAR
  34. (2015) Automatic Delineation of Knee Anatomical Structure With End-to-end Learning Approach For Osteoarthris Analysis, Yong Ching Wai
  35. (2014) COMPUTED TOMOGRAPHY IMAGE REGISTRATION FOR CORONARY ARTERY DISEASE, AZIRA BINTI KHALIL
  36. (2014) CARDIOVASCULAR IMAGE FUSION USING COMPUTER TOMOGRAPHY AND ULTRASOUND, NOORSYAZWANI BINTI ZULKIFLI
  37. (2013) ACTIVE CONTOUR FOR OSTEOARTHRITIS DETECTION, AMIR FAISAL
Master
  1. (2022) CORRELATION OF KNEE PAIN AMONG OSTEOARTHRITIS SUBJECTS WITH GRAPHENE-BASED THERMOTHERAPY FOR HEALTH IMPROVEMENT, LAU JUN HAO
  2. (2022) Classification of Ganoderma Disease Using Machine Learning, HAW YU HONG
  3. (2020) Deep learning model for prediction of progressive mild cognitive impairment to Alzheimer s disease using structural MRI, Lim Bing Yan
  4. (2020) Investigation of In Vivo Cardiac Chambers Composite Rendering, Muhammad Abdullah Adli bin Ahmad Kamal
  5. (2020) Machine Learning- based Classification of COVID-19 using Chest Radiography Images., Chan Yu T’ng
  6. (2020) Three-Dimensional Visualization of Brain Tumor Computed Tomography Images, Nurizzaty Khairi binti Mohamed
  7. (2020) INVESTIGATION OF THE EFFECTIVENESS OF MASSAGE THERAPY TO IMPROVE BLOOD CIRCULATION AND ENHANCE CELLULAR RESPIRATION OF THE BODY, AYAN PAUL
  8. (2019) Three Dimensional Volumetric Rendering For Medical Image Visualisation, Mohammad Zahid Bin Zamaludin
  9. (2019) Speckle-noise reduction In knee articular cartilage ultrasound Image using anisotropic diffusion, Muhammad Shoaib Ali
  10. (2019) Comparative Study of EMG Indices in Muscle Fatigue Evaluation, Afifah Husna Binti Mat Saad
  11. (2019) Investigation of Three Dimensional Medical Image Reconstruction using Visualization Toolkit, Wu Danping
  12. (2019) Development of cost-effective 3D printed dental braces in orthodontics, Ryan Oon Yeehen
  13. (2019) Assessment of post-massage therapy for muscle tension and stress level using electromyogram, Grace Anabela Henry Dusim
  14. (2017) BIOELECTRICAL IMPEDANCE ANALYSIS OF FAT IN THE BODY COMPOSITION INFLUENCED BY OGAWA MASTERDRIVE 4D, SERENA LOW WOAN CHING
  15. (2017) DEVELOPMENT OF HEALTH MONITORING SYSTEM FOR THE INVESTIGATION AND ANALYSIS OF WELLNESS USING MASTERDRIVE 4D THERMO CARE, SITI NUR SHAHIRA BINTI ABD RAZAK
  16. (2017) INVESTIGATION OF TRAPEZIUS MUSCLE EFFECT USING OGAWA MASTER DRIVE MASSAGE CHAIR WITH ELECTROMYOGRAM (EMG) SENSOR, WAN SAFIYYAH BINTI NURNAJAH BINTI WAN AHMAD TAJUDDIN
  17. (2016) Pattern recoginition for magnetic resonance knee imaging using convlutional neural network, Zhang Xin Yu
  18. (2016) pattern recognition of heart valve in echocardiogram using convolutional neural network, MUHAMMAD HANIF BIN AHMAD NIZAR
  19. (2016) Design and development of portable scoliosis device for clinical testing, Shazia Anis
  20. (2015) DEVELOPMENT OF NON-INVASIVE SENSORS FOR OSTEOARTHRITIS DETECTION, FARSHAD GOLSHAN
  21. (2015) DIAGNOSTIC ACCURACY IN DETECTING GASTROINTESTINAL BLEED BETWEEN CT ANGIOGRAPHY AND DIGITAL SUBSTRACTION ANGIOGRAPHY, MOHAMAD ASMAWI BIN MOHAMAD ARIFFIN
  22. (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
  23. (2015) IoT MICROSOFT ACCESS BASED DATABASE MANAGEMENT SYSTEM FOR HEALTHCARE AND CLINICAL ENVIRONMENT SETTINGS, SULTAN MAHMUD
  24. (2015) development of microcontroller knee joint for active transfemoral prosthetic leg based-in-socket sensor, NUR HIDAYAH BINTI MOHD YUSOF
  25. (2014) Digital Infrared Thermography Analysis for Breast Cancer using Image Textures Features., NORLAILAH BINTI LANISA
  26. (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. (2017) KQB7002 - Bioinstrumentation
  9. (2017) KXGL6101 - Biosensors and Advanced Bioinstrumentation
  10. (2016) KXGL6303 - Biomedical Imaging
Bachelor/First Degree
  1. (2021) KIB2002 - Electronics
  2. (2021) KIX2003 - Law and Ethics in Engineering
  3. (2021) Law and Ethics in Engineering
  4. (2021) Integrated Design 2
  5. (2020) Electrical Circuit Analysis
  6. (2020) KIX2003 - Law and Ethics in Engineering
  7. (2020) Laboratory Practical V
  8. (2020) Integrated Design I
  9. (2020) Electronics
  10. (2020) Electrotechnology 1 - Electrical Circuit Analysis
  11. (2019) Circuit Analysis
  12. (2019) Signal and System
  13. (2019) Electrical Circuit Analysis
  14. (2019) Biomedical Signals and Systems
  15. (2018) Electronics
  16. (2018) Electronic
  17. (2018) Biomedical Signals and Systems
  18. (2017) Laboratory Practical I
  19. (2017) Electrical Circuit Analysis
  20. (2017) Biomedical Signals and Systems
  21. (2017) KUEU2142 - Electronic
  22. (2016) KUEU1172 - Laboratory Ii
  23. (2016) KUEU3233 - Signals and Systems
  24. (2016) KUEU2173 - Laboratory Practical Iii
  25. (2016) KUEP1120 - Electrical Circuit Analysis
  26. (2016) KUEP2173 - Laboratory Iii
  27. (2016) KUEP2131 - Electrotechnology 1 - Electrical Circuit Analysis
  28. (2015) KUEP1120 - Electrical Circuit Analysis
  29. (2015) KUEU3233 - Biomedical Signals and Systems
  30. (2015) KUEU4335 - Medical Image Visualization
  31. (2014) KUEU2173 - Laboratory Practical Iii
  32. (2014) KUEP1171 - Laboratory 1
  33. (2014) KUEP4280 - Graduation Project
  34. (2014) KUEU3233 - Biomedical Signals and Systems
  35. (2014) KUEU3233 - Signals and Systems
  36. (2014) KUEP2133 - Computer Aided Drawing
  37. (2014) KUEU1171 - Laboratory I
  38. (2014) KUEU4134 - Medical Instrumentation : Application and Design
  39. (2014) KUEU4180 - Capstone Project 1
  40. (2014) KUEU4285 - Final Year Project Ii
  41. (2014) KUEU3149 - Control Systems
  42. (2013) KUEU3149 - Control Systems

PATENT/IPR


  • 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
  • Scoltech
    TRADEMARK
  • Method for Multimodalities fusion of echocardiography and cardiac CT for TAVR and TAVI image guidance
    PATENT
  • Portable prototype to access shoulder asymmetry for scoliosis patients
    PATENT
  • TELEOPHTHALMOSCOPE FOR POINT-OF-CARE
    Patent (National)
  • Cardiac Phantom for CT-Ultrasound Derived Multimodality Imaging
    PATENT
  • Trademark OsteoKnee class 10
    Trademark (National)
  • knee synovial fluid pressure measurement methods
    Patent (National)
  • A method to pre-process ultrasound knee Articular Cartilage for medical image analysis
    PATENT
  • Methods For Detecting Knee Sound For Osteoarthritis Prediction
    PATENT
  • Knee Synovial Fluid Pressure Measurement Methods
    PATENT
  • OsteoKnee
    TRADEMARK
  • UM-ARM: Low Cost Powered Upper Limb Prosthesis
    Patent (National)
  • Trademark OsteoKnee Class 44
    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)
  • Method and System of Ultrasound Image Segmentation for OA Screening
    Patent (National)
  • Early Osteoarthritis Detection based on radiographic manifestations using ultrasound imaging
    Patent (National)
  • 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
  • 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)

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)