Curriculum Vitae

ASSOCIATE PROF. IR. DR. KHAIRUNNISA BINTI HASIKIN

Associate Professor
  • Department of Biomedical Engineering
    Faculty of Engineering
  • khairunnisa
  • 03-79675220

AREAS OF EXPERTISE

  • DEEP LEARNING FOR MACHINE LEARNING
    Applied Science And Technology, Information And Communication Technology (ict), Artificial Intelligence And Machine Learning

ACADEMIC QUALIFICATION

  • PhD, (Engineering)
    Universiti Sains Malaysia (USM)
  • MEngSc, (BIOMEMS)
    Universiti Malaya (UM)
  • BEng (Electrical), (Kejuruteraan Elektrik)
    Universiti Malaya (UM)

ADMINISTRATIVE DUTIES

  • Principal
    01 Jan 2024 - present (Raja Dr Nazrin Shah Residential College, Deputy Vice-Chancellor (Student Affairs))
  • Fellow
    03 Oct 2022 - 02 Oct 2024 (Eco Campus, Deputy Vice-Chancellor (Research and Innovation))
  • Programme Coordinator
    01 Jan 2022 - 31 Dec 2023 (Department)
  • Principal
    01 Jan 2021 - 31 Dec 2021 (Bestari Residential College, Deputy Vice-Chancellor (Student Affairs))
  • Ahli Jawatankuasa Kerja Kecermelangan Operasi Perkhidmatan Sumber Manusia, Pelan Strategik Pengurusan Bakar bagi Tahun 2020-2021
    03 Jan 2020 - 31 Dec 2021 (University Malaya)
  • Advisor Engineering Student Council
    01 Sep 2018 - 31 Jul 2021 (Dean Office, Faculty of Engineering)
  • Fellow
    02 Jan 2020 - 31 Dec 2020 (Bestari Residential College, Deputy Vice-Chancellor (Student Affairs))
  • Panel Penasihat Bahagian Hal Ehwal Pelajar & Alumni Universiti Malaya
    01 Mar 2019 - 28 Feb 2020 (University Malaya)
  • Fellow
    02 Jan 2019 - 31 Dec 2019 (Raja Dr Nazrin Shah Residential College, Deputy Vice-Chancellor (Student Affairs))
  • Fellow
    01 Jan 2018 - 31 Dec 2018 (Raja Dr Nazrin Shah Residential College, Deputy Vice-Chancellor (Student Affairs))
  • Fellow
    01 Apr 2017 - 31 Dec 2017 (Raja Dr Nazrin Shah Residential College, Deputy Vice-Chancellor (Student Affairs))
  • Fellow
    01 Jan 2017 - 01 Apr 2017 (Tuanku Bahiyah Residential College, Deputy Vice-Chancellor (Student Affairs))
  • Penyelaras Jawatankuasa Matematik, Fakulti Kejuruteraan
    01 Jul 2016 - 31 Dec 2017 (Dean Office, Faculty of Engineering)
  • Fellow
    01 Jan 2016 - 31 Dec 2016 (Tuanku Bahiyah Residential College, Deputy Vice-Chancellor (Student Affairs))
  • Committee Members
    28 Sep 2016 - 30 Sep 2016 (International)
  • Fellow
    01 Sep 2014 - 31 Aug 2015 (Tuanku Bahiyah Residential College, Deputy Vice-Chancellor (Student Affairs))

MEMBERSHIPS

  • ASEAN CHARTERED PROFESSIONAL ENGINEER COORDINATING COMMITTEE (ACPECC), PROFESSIONAL ENGINEER
    Since 2023 (International)
  • ASEAN CHARTERED PROFESSIONAL ENGINEER, PROFESSIONAL ENGINEER
    Since 2023 (International)
  • PROFESSIONAL ENGINEER, BOARD OF ENGINEERS MALAYSIA, PROFESSIONAL ENGINEER
    2019 to 2023 (National)
  • MEMBER OF INSTITUTION OF ENGINEERS MALAYSIA, MEMBER
    2019 to 2023 (National)
  • INSTITUTE OF ENGINEERS MALAYSIA, MEMBER
    2019 to 2021 (National)
  • BOARD OF ENGINEER MALAYSIA, PROFESSIONAL ENGINEER
    2019 to 2019 (National)
  • INSTITUTION OF MECHANICAL ENGINEERS, CHARTERED ENGINEER
    2018 to 2019 (International)

AWARD AND STEWARDSHIP

  • Excellence Service Award
    2024, Universiti Malaya
  • Excellence Service Award
    2022, Universiti Malaya
  • Best Scientific Award - Biosensor, Biosignal & Biomedical Imaging Category At The 6th Kuala Lumpur International Conference On Biomedical Engineering
    2021, IFBME-UM,  (International)
  • Penerokaan Ilmu Secara Norma Baharu
    2020, Astro Awani,  (National)
  • Selamatkan Hutan Kita, Greenstop Inisiatif Ekosistem Karbon Seimbang Di Kampus Universiti Malaya
    2020, Utusan Malaysia,  (National)
  • Best Booth At Energizing Sustainable Development Goals (Sesdg 2019): for People, Ecosystem & Planet Seminar
    2019, Universiti Malaya,  (University)
  • Bronze Award for Teaching & Learning Research Project : "Mathematical Thinking Skills and Creative Problem Solving in The Delivery of Engineering Mathematics in The Conventional Learning Space"
    2019, Academic Enhancement and Leadership Centre (Adec) , UM,  (National)
  • Sinar Harian 3 Mei 2017 - Kesan Tanda Awal Kanser
    2017, Sinar Harian,  (National)
  • Berita Harian 4 Mei 2017 - Bangunkan Sistem Pengesan Tanda Awal Kanser Payudara
    2017, Berita Harian,  (National)
  • Certificate of Excellent Service
    2017, Universiti Malaya
  • UM Excellence Award
    2015, Universiti Malaya
  • UM Excellence Award
    2015, Universiti Malaya,  (University)

PUBLICATIONS

Article in Journal
WoS
  1. Solih, Fathimath Afrah; Buthiyappan, Archina; Hasikin, Khairunnisa; Aung, Kyaw Myo; Raman, Abdul Aziz Abdul (2025). Optimization-driven modelling of hydrochar derived from fruit waste for adsorption performance evaluation using response surface methodology and machine learning, JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY. 141, 328-339. doi:10.1016/j.jiec.2024.06.042
  2. Chen Ng, Jun; Shan Qing Yeoh, Pauline; Bing, Li; Wu, Xiang; Hasikin, Khairunnisa; Wee Lai, Khin (2024). A Privacy-Preserving Approach Using Deep Learning Models for Diabetic Retinopathy Diagnosis, IEEE ACCESS. 12, 145159-145173. doi:10.1109/ACCESS.2024.3469537
  3. Chin, Shuang Yee; Dong, Jian; Hasikin, Khairunnisa; Ngui, Romano; Lai, Khin Wee; Yeoh, Pauline Shan Qing; Wu, Xiang (2024). Bacterial image analysis using multi-task deep learning approaches for clinical microscopy, PEERJ COMPUTER SCIENCE. 10. doi:10.7717/peerj-cs.2180
  4. Chuah, Shoon Hui; Tan, Li Kuo; Sari, Nor Ashikin Md; Chan, Bee Ting; Hasikin, Khairunnisa; Lim, Einly; Ung, Ngie Min; Aziz, Yang Faridah Abdul; Jayabalan, Jeyaraaj; Liew, Yih Miin (2024). Remodeling in Aortic Stenosis With Reduced and Preserved Ejection Fraction: Insight on Motion Abnormality Via 3D+Time Personalized LV Modeling in Cardiac MRI, JOURNAL OF MAGNETIC RESONANCE IMAGING. . doi:10.1002/jmri.28915
  5. Khairuddin, Mohamed Zul Fadhli; Sankaranarayanan, Suresh; Hasikin, Khairunnisa; Razak, Nasrul Anuar Abd; Omar, Rosidah (2024). Contextualizing injury severity from occupational accident reports using an optimized deep learning prediction model, PEERJ COMPUTER SCIENCE. 10. doi:10.7717/peerj-cs.1985
  6. Loo, Wei Kit; Voon, Wingates; Suhaimi, Anwar; Teh, Cindy Shuan Ju; Tee, Yee Kai; Hum, Yan Chai; Hasikin, Khairunnisa; Teo, Kareen; Ong, Hang Cheng; Lai, Khin Wee (2024). Predictive Modeling of COVID-19 Readmissions: Insights from Machine Learning and Deep Learning Approaches, DIAGNOSTICS. 14(14). doi:10.3390/diagnostics14141511
  7. Rashid, Shahidah Nusailah; Hizaddin, Hanee F.; Hayyan, Adeeb; Chan, Shee En; Hasikin, Khairunnisa; Razak, Sarah Abdul; Mokhtar, Mohd Istajib; Azizan, Muhammad Mokhzaini (2024). A kinetic study of ex-situ soil remediation by nickel extraction using natural deep eutectic solvent, ENVIRONMENTAL TECHNOLOGY. . doi:10.1080/09593330.2023.2283093
  8. Sankaranarayanan, Suresh; Sivachandran, Arvinthan Thevar; Khairuddin, Anis Salwa Mohd; Hasikin, Khairunnisa; Sait, Abdul Rahman Wahab (2024). An ensemble classification method based on machine learning models for malicious Uniform Resource Locators (URL), PLOS ONE. 19(5). doi:10.1371/journal.pone.0302196
  9. Shan Qing Yeoh, Pauline; Bing, Li; Goh, Siew Li; Hasikin, Khairunnisa; Wu, Xiang; Chai Hum, Yan; Kai Tee, Yee; Wee Lai, Khin (2024). An Efficient Neural Network for Segmenting Multiple Joint Tissues From Knee MRI With Hyperparameter Optimization: Data From the Osteoarthritis Initiative, IEEE ACCESS. 12, 123757-123770. doi:10.1109/ACCESS.2024.3454374
  10. Sukumarran, Dhevisha; Hasikin, Khairunnisa; Khairuddin, Anis Salwa Mohd; Ngui, Romano; Sulaiman, Wan Yusoff Wan; Vythilingam, Indra; Divis, Paul C. S. (2024). Machine and deep learning methods in identifying malaria through microscopic blood smear: A systematic review, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 133. doi:10.1016/j.engappai.2024.108529
  11. Sukumarran, Dhevisha; Hasikin, Khairunnisa; Khairuddin, Anis Salwa Mohd; Ngui, Romano; Sulaiman, Wan Yusoff Wan; Vythilingam, Indra; Divis, Paul Cliff Simon (2024). An optimised YOLOv4 deep learning model for efficient malarial cell detection in thin blood smear images, PARASITES & VECTORS. 17(1). doi:10.1186/s13071-024-06215-7
  12. Sukumarran, Dhevisha; Loh, Ee Sam; Khairuddin, Anis Salwa Mohd; Ngui, Romano; Sulaiman, Wan Yusoff Wan; Vythilingam, Indra; Divis, Paul Cliff Simon; Hasikin, Khairunnisa (2024). Automated Identification of Malaria-Infected Cells and Classification of Human Malaria Parasites Using a Two-Stage Deep Learning Technique, IEEE ACCESS. 12, 135746-135763. doi:10.1109/ACCESS.2024.3459411
  13. Teoh, Jing Ru; Dong, Jian; Zuo, Xiaowei; Lai, Khin Wee; Hasikin, Khairunnisa; Wu, Xiang (2024). Advancing healthcare through multimodal data fusion: a comprehensive review of techniques and applications, PEERJ COMPUTER SCIENCE. 10. doi:10.7717/peerj-cs.2298
  14. Teoh, Jing Ru; Hasikin, Khairunnisa; Lai, Khin Wee; Wu, Xiang; Li, Chong (2024). Enhancing early breast cancer diagnosis through automated microcalcification detection using an optimized ensemble deep learning framework, PEERJ COMPUTER SCIENCE. 10. doi:10.7717/peerj-cs.2082
  15. Wahab, Nur Haninie Abd; Hasikin, Khairunnisa; Lai, Khin Wee; Xia, Kaijian; Bei, Lulu; Huang, Kai; Wu, Xiang (2024). Systematic review of predictive maintenance and digital twin technologies challenges, opportunities, and best practices, PEERJ COMPUTER SCIENCE. 10. doi:10.7717/peerj-cs.1943
  16. Yu Teh, Xin; Yeoh, Pauline Shan Qing; Wang, Tao; Wu, Xiang; Hasikin, Khairunnisa; Lai, Khin Wee (2024). Knee Osteoarthritis Diagnosis With Unimodal and Multi-Modal Neural Networks: Data From the Osteoarthritis Initiative, IEEE ACCESS. 12, 146698-146717. doi:10.1109/ACCESS.2024.3472654
  17. Zailan, Nur Athirah; Mohd Khairuddin, Anis Salwa; Hasikin, Khairunnisa; Junos, Mohamad Haniff; Khairuddin, Uswah (2024). An automatic garbage detection using optimized YOLO model, SIGNAL IMAGE AND VIDEO PROCESSING. . doi:10.1007/s11760-023-02736-3
  18. Abd Rahman, Noorul Husna; Hasikin, Khairunnisa; Abd Razak, Nasrul Anuar; Al-Ani, Ayman Khallel; Anni, D. Jerline Sheebha; Mohandas, Prabu (2023). Medical Device Failure Predictions Through AI-Driven Analysis of Multimodal Maintenance Records, IEEE ACCESS. 11, 93160-93179. doi:10.1109/ACCESS.2023.3309671
  19. Abd Rahman, Noorul Husna; Zaki, Muhammad Hazim Mohamad; Hasikin, Khairunnisa; Abd Razak, Nasrul Anuar; Ibrahim, Ayman Khaleel; Lai, Khin Wee (2023). Predicting medical device failure: a promise to reduce healthcare facilities cost through smart healthcare management, PEERJ COMPUTER SCIENCE. 9. doi:10.7717/peerj-cs.1279
  20. Aihsan, Muhammad Zaid; Jidin, Auzani; Azizan, Muhammad Mokhzaini; Fahmi, Muhammad Izuan; Hasikin, Khairunnisa (2023). Flexible Sector Detector-Based Mismatch Supply Voltage in Direct Torque Control Doubly Fed Induction Machine: An Experimental Validation, ALEXANDRIA ENGINEERING JOURNAL. 74, 689-704. doi:10.1016/j.aej.2023.05.060
  21. Bakeri, Hanisah; Hasikin, Khairunnisa; Abd Razak, Nasrul Anuar; Mohd Razman, Rizal; Khamis, Abd Alghani; Annuha, Muhammad Ammar; Tajuddin, Abbad; Reza, Darween (2023). Silicone Elastomeric-Based Materials of Soft Pneumatic Actuator for Lower-Limb Rehabilitation: Finite Element Modelling and Prototype Experimental Validation, APPLIED SCIENCES-BASEL. 13(5). doi:10.3390/app13052977
  22. Chuah, Shoon Hui; Sari, Nor Ashikin Md; Tan, Li Kuo; Chiam, Yin Kia; Chan, Bee Ting; Aziz, Yang Faridah Abdul; Jeyabalan, Jeyaraaj; Hasikin, Khairunnisa; Liew, Yih Miin (2023). Assessing Complex Left Ventricular Adaptations in Aortic Stenosis Using Personalized 3D+time Cardiac MRI Modeling, JOURNAL OF CARDIOVASCULAR TRANSLATIONAL RESEARCH. . doi:10.1007/s12265-023-10375-9
  23. Khairuddin, Mohamed Zul Fadhli; Hasikin, Khairunnisa; Razak, Nasrul Anuar Abd; Mohshim, Siti Afifah; Ibrahim, Siti Salwa (2023). Harnessing the Multimodal Data Integration and Deep Learning for Occupational Injury Severity Prediction, IEEE ACCESS. 11, 85284-85302. doi:10.1109/ACCESS.2023.3304328
  24. Neo, En Xin; Hasikin, Khairunnisa; Lai, Khin Wee; Mokhtar, Mohd Istajib; Azizan, Muhammad Mokhzaini; Hizaddin, Hanee Farzana; Razak, Sarah Abdul; Yanto (2023). Artificial intelligence-assisted air quality monitoring for smart city management, PEERJ COMPUTER SCIENCE. 9. doi:10.7717/peerj-cs.1306
  25. Sukumarran, D.; Hasikin, K.; Khairuddin, Mohd; Ngui, R.; Sulaiman, Wan; Vythilingam, I.; Divis, P. C. S. (2023). An automated malaria cells detection from thin blood smear images using deep learning, TROPICAL BIOMEDICINE. 40(2), 208-219. doi:10.47665/tb.40.2.013
  26. Wong, Wen Yee; Hasikin, Khairunnisa; Khairuddin, Anis Salwa Mohd; Razak, Sarah Abdul; Hizaddin, Hanee Farzana; Mokhtar, Mohd Istajib; Azizan, Muhammad Mokhzaini (2023). A Stacked Ensemble Deep Learning Approach for Imbalanced Multi-Class Water Quality Index Prediction, CMC-COMPUTERS MATERIALS & CONTINUA. 76(2), 1361-1384. doi:10.32604/cmc.2023.038045
  27. Yeoh, Pauline Shan Qing; Goh, Siew Li; Hasikin, Khairunnisa; Wu, Xiang; Lai, Khin Wee (2023). 3D Efficient Multi-Task Neural Network for Knee Osteoarthritis Diagnosis Using MRI Scans: Data From the Osteoarthritis Initiative, IEEE ACCESS. 11, 135323-135333. doi:10.1109/ACCESS.2023.3338379
  28. Yeoh, Pauline Shan Qing; Lai, Khin Wee; Goh, Siew Li; Hasikin, Khairunnisa; Wu, Xiang; Li, Pei (2023). Transfer learning-assisted 3D deep learning models for knee osteoarthritis detection: Data from the osteoarthritis initiative, FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY. 11. doi:10.3389/fbioe.2023.1164655
  29. Zamzam, Aizat Hilmi; Hasikin, Khairunnisa; Wahab, Ahmad Khairi Abdul (2023). Integrated failure analysis using machine learning predictive system for smart management of medical equipment maintenance, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 125. doi:10.1016/j.engappai.2023.106715
  30. 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
  31. Aslan, Muhammet Fatih; Hasikin, Khairunnisa; Yusefi, Abdullah; Durdu, Akif; Sabanci, Kadir; Azizan, Muhammad Mokhzaini (2022). COVID-19 Isolation Control Proposal via UAV and UGV for Crowded Indoor Environments: Assistive Robots in the Shopping Malls, FRONTIERS IN PUBLIC HEALTH. 10. doi:10.3389/fpubh.2022.855994
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. Mammoottil, Mathew Jose; Kulangara, Lloyd J.; Cherian, Anna Susan; Mohandas, Prabu; Hasikin, Khairunnisa; Mahmud, Mufti (2022). Detection of Breast Cancer from Five-View Thermal Images Using Convolutional Neural Networks, JOURNAL OF HEALTHCARE ENGINEERING. 2022. doi:10.1155/2022/4295221
  39. Mohandas, Prabu; Anni, Jerline Sheebha; Hasikin, Khairunnisa; Velauthapillai, Dhayalan; Raj, Veena; Murugathas, Thanihaichelvan; Azizan, Muhammad Mokhzaini; Thanasekaran, Rajkumar (2022). Machine Learning Approach Regarding the Classification and Prediction of Dog Sounds: A Case Study of South Indian Breeds, APPLIED SCIENCES-BASEL. 12(20). doi:10.3390/app122010653
  40. 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
  41. Paul, Ayan; Usman, Juliana; Ahmad, Mohd Yazed; Hamidreza, Mohafez; Maryam, Hadizadeh; Ong, Zhi Chao; Hasikin, Khairunnisa; Lai, Khin Wee (2022). Health efficacy of electrically operated automated massage on muscle properties, peripheral circulation, and physio-psychological variables: a narrative review (vol 2021, 80, 2021), EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING. 2022(1). doi:10.1186/s13634-022-00934-8
  42. Rashid, Shahidah Nusailah; Hizaddin, Hanee F.; Hayyan, Adeeb; Hasikin, Khairunnisa; Razak, Sarah Abdul; Mokhtar, Mohd Istajib; Azizan, Muhammad Mokhzaini (2022). Deep eutectic solvents for the removal of lead contaminants in mangrove soil, JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING. 10(2). doi:10.1016/j.jece.2022.107264
  43. Salih, Abdullah Amer Mohammed; Al-Khannaq, Maryam; Hasikin, Khairunnisa; Isa, Nor Ashidi Mat (2022). Adaptive local exposure based region determination for non-uniform illumination and low contrast images, ALEXANDRIA ENGINEERING JOURNAL. 61(12), 11185-11195. doi:10.1016/j.aej.2022.04.023
  44. 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
  45. Wong, Wen Yee; Al-Ani, Ayman Khallel Ibrahim; Hasikin, Khairunnisa; Khairuddin, Anis Salwa Mohd; Razak, Sarah Abdul; Hizaddin, Hanee Farzana; Mokhtar, Mohd Istajib; Azizan, Muhammad Mokhzaini (2022). Water Quality Index Using Modified Random Forest Technique: Assessing Novel Input Features, CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES. . doi:10.32604/cmes.2022.019244
  46. Zailan, Nur Athirah; Azizan, Muhammad Mokhzaini; Hasikin, Khairunnisa; Khairuddin, Anis Salwa Mohd; Khairuddin, Uswah (2022). An automated solid waste detection using the optimized YOLO model for riverine management, FRONTIERS IN PUBLIC HEALTH. 10. doi:10.3389/fpubh.2022.907280
  47. 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
  48. Alameri, M., Hasikin, K., Kadri, N. A., Nasir, N. F. M., Mohandas, P., Anni, J. S., & Azizan, M. M. (2021). Multistage Optimization Using a Modified Gaussian Mixture Model in Sperm Motility Tracking. Computational and Mathematical Methods in Medicine, 2021, 14. doi: 10.1155/2021/6953593
  49. Gudigar, Anjan; Raghavendra, U.; Nayak, Sneha; Ooi, Chui Ping; Chan, Wai Yee; Gangavarapu, Mokshagna Rohit; Dharmik, Chinmay; Samanth, Jyothi; Kadri, Nahrizul Adib; Hasikin, Khairunnisa; Barua, Prabal Datta; Chakraborty, Subrata; Ciaccio, Edward J.; Acharya, U. Rajendra (2021). Role of Artificial Intelligence in COVID-19 Detection, SENSORS. 21(23). doi:10.3390/s21238045
  50. 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
  51. Mohandas, P., Anni, J. S., Thanasekaran, R., Hasikin, K., & Azizan, M. M. (2021). Object Detection and Movement Tracking Using Tubelets and Faster RCNN Algorithm with Anchor Generation. Wireless Communications & Mobile Computing, 2021, 16. doi: 10.1155/2021/8665891
  52. 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
  53. Ramli, Roziana; Hasikin, Khairunnisa; Idris, Mohd Yamani Idna; A. Karim, Noor Khairiah; Wahab, Ainuddin Wahid Abdul (2021). Fundus Image Registration Technique Based on Local Feature of Retinal Vessels, APPLIED SCIENCES-BASEL. 11(23). doi:10.3390/app112311201
  54. 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
  55. Wong, W. Y., Al-Ani, A. K. I., Hasikin, K., Khairuddin, A. S. M., Razak, S. A., Hizaddin, H. F., . . . Azizan, M. M. (2021). Water, Soil and Air Pollutants' Interaction on Mangrove Ecosystem and Corresponding Artificial Intelligence Techniques Used in Decision Support Systems-A Review. Ieee Access, 9, 105532-105563. doi: 10.1109/access.2021.3099107
  56. 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
  57. 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
  58. 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
Scopus
  1. Abd Rahman N.H., Ibrahim A.K., Hasikin K., Abd Razak N.A. (2023). Critical Device Reliability Assessment in Healthcare Services, Journal of Healthcare Engineering. 2023. doi:10.1155/2023/3136511
  2. Al-Shammari Z.W.J., Azizan M.M., Rahman A.S.F., Hasikin K. (2023). Optimal sizing of standalone for hybrid renewable energy system by using PSO optimization technique, International Journal of Power Electronics and Drive Systems. 14(1), 426-432. doi:10.11591/ijpeds.v14.i1.pp426-432
  3. Al-Shammari Z.W., Algeboory A.H., Al-Jebory S.H., Taha I.A., Almukhtar H., Azizan M.M., Fazil R.A.S., Hasikin K. (2022). Optimal sizing of a hybrid system through particle swarm optimization for rural areas in Iraq, Indonesian Journal of Electrical Engineering and Computer Science. 28(2), 636-643. doi:10.11591/ijeecs.v28.i2.pp636-643
  4. Gudigar, A., Raghavendra, U., Nayak, S., Ooi, C. P., Chan, W. Y., Gangavarapu, M. R., . . . Acharya, U. R. (2021). Role of artificial intelligence in COVID 19 detection. Sensors, 21(23). doi: 10.3390/s21238045
  5. 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. doi: 10.3389/fpubh.2021.752509
  6. Mohandas, P., Anni, J. S., Thanasekaran, R., Hasikin, K., & Azizan, M. M. (2021). Object Detection and Movement Tracking Using Tubelets and Faster RCNN Algorithm with Anchor Generation. Wireless Communications and Mobile Computing, 2021. doi: 10.1155/2021/8665891
  7. 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). doi: 10.1186/s13634-021-00788-6
  8. Ramli, R., Hasikin, K., Idris, M. Y. I., Karim, N. K. A., & Wahab, A. W. A. (2021). Fundus image registration technique based on local feature of retinal vessels. Applied Sciences (Switzerland), 11(23). doi: 10.3390/app112311201
  9. Wong, W. Y., Al-Ani, A. K. I., Hasikin, K., Khairuddin, A. S. M., Razak, S. A., Hizaddin, H. F., . . . Azizan, M. M. (2021). Water, Soil and Air Pollutants' Interaction on Mangrove Ecosystem and Corresponding Artificial Intelligence Techniques Used in Decision Support Systems - A Review. Ieee Access, 9, 105532-105563. doi: 10.1109/ACCESS.2021.3099107
  10. 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. doi: 10.1155/2021/4931437
  11. Zamzam A.H., Al-Ani A.K.I., Wahab A.K.A., Lai K.W., Satapathy S.C., Khalil A., Azizan M.M., Hasikin K. (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
  12. Zamzam, A. H., Abdul Wahab, A. K., 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. doi: 10.3389/fpubh.2021.753951
Others
  1. JUSMAN, Yessi; NG, Siew Cheok; HASIKIN, Khairunnisa. Performances of proposed normalization algorithm for iris recognition. International Journal of Advances in Intelligent Informatics, [S.l.], v. 6, n. 2, p. 161-172, july 2020. ISSN 2548-3161.
  2. Roziana Ramli, Mohd Yamani Idna Idris, Khairunnisa Hasikin, Noor Khairiah A. Karim, Ainuddin Wahid Abdul Wahab, Ismail Ahmedy, Fatimah Ahmedy, Hamzah Arof (2020). Local descriptor for retinal fundus image registration. IET Computer Vision. 14(4). 144-153.
  3. Sara Pourshahrestani, Ehsan Zeimaran, Nahrizul Adib Kadri, Nicola Gargiulo, Hassan Mahmood Jindal, Khairunnisa Hasikin, Sangeetha Vasudevaraj Naveen, Shamala Devi Sekaran, Tunku Kamarul (2019) Elastomeric biocomposite of silver-containing mesoporous bioactive glass and poly(1,8-octanediol citrate): Physiochemistry and in vitro antibacterial capacity in tissue engineering applications, Materials Science and Engineering: C, Vol. 98, pp. 1022-1033
  4. Pourshahrestani, Sara; Kadri, Nahrizul; Zeimaran, Ehsan; Gargiulo, Nicola ; Samuel, Shani ; Naveen, Sangeetha ; Hasikin, Khairunnisa; Kamarul , Tunku ; Towler, Mark (2017). Comparative efficacy of hemorrhage control of a novel mesoporous bioactive glass versus two commercial hemostats. Biomedical Materials. doi: 10.1088/1748-605X/aa9b3e.
  5. Salih, A. A. M., Hasikin, K., & Isa, N. A. M. (2018). Adaptive Fuzzy Exposure Local Contrast Enhancement. IEEE Access, 6, 58794-58806. doi:10.1109/ACCESS.2018.2872116
  6. Roziana Ramli, Mohd Yamani Idna Idris, Khairunnisa Hasikin, Noor Khairiah A. Karim, Ainuddin Wahid Abdul Wahab, Ismail Ahmedy, Fatimah Ahmedy, Nahrizul Adib Kadri, and Hamzah Arof, Feature-Based Retinal Image Registration Using D-Saddle Feature, Journal of Healthcare Engineering, Volume 2017 (2017), Article ID 1489524, 15 pages, https://doi.org/10.1155/2017/1489524 (IF=1.261, Q4)
  7. Ehsan Zeimaran, Saktiswaren Mohan, Sara Pourshahrestani, Belinda Pingguan-Murphy, Nahrizul Adib Kadri, Malliga Raman Murali, Hanumantha Rao Balaji Raghavendran, Khairunnisa Hasikin, Tunku Kamarul, Mark R. Towler (2016). Osteogenic differentiation of mesenchymal stem cells on a poly (octanediol citrate)/bioglass composite scaffold in vitro. Materials & Design. Vol. 109. 434-442. DOI: 10.1016/j.matdes.2016.07.096.
  8. Khairunnisa Hasikin, Nor Ashidi Mat Isa, Mahaneem Mohamed, Shahrel Azmin Suandi (2016). A new region based adaptive thresholding for sperm motility segmentation. Malaysian Journal of Computer Science. Accepted: 26 July 2016
  9. Yessi Jusman, Siew Cheok Ng, Khairunnisa Hasikin, Noor Azuan Abu Osman, and Nor Ashidi Mat Isa. Automated cervical precancerous cells screening system based on FTIR spectroscopy features. Journal of Biomedical Optics. Vol. 21(7). 075005-1-075005-10 (ISI-Cited Publication).
  10. Yessi Jusman, Siew Cheok Ng, Khairunnisa Hasikin, Rahmadi Kurnia, Noor Azuan Abu Osman, and Kean Hooi Teoh. A computer-aided for cervical precancerous cells screening system based on FE-SEM/EDX image and spectra. Optical Engineering
  11. Yessi Jusman, Siew Cheok Ng, Khairunnisa Hasikin, Rahmadi Kurnia, Noor Azuan Abu Osman, and Kean Hooi Teoh. A system for detection of cervical precancerous in Field Emission Scanning Electron Microscope Images using texture features. Journal of Innovative Optical Health Sciences. Vol. 10, No. 2, 1650045-1 - 1650045-12 (ISI-Cited Publication).
  12. Hasikin, K., Isa, N. A. M. 2015. Adaptive fuzzy intensity measure enhancement technique for non-uniform illumination and low-contrast images Signal Image and Video Processing
  13. Hasikin, K., Isa, N. A. M. 2014. Adaptive fuzzy contrast factor enhancement technique for low contrast and nonuniform illumination images Signal Image and Video Processing. (Tier 3, Impact Factor = 1.019)
  14. Hasikin, K., Mat Isa, N.,( 2014). Adaptive fuzzy contrast factor enhancement technique for low contrast and nonuniform illumination images. Signal, Image and Video Processing (SIViP), Vol. 8(8). pp 1591-1603
  15. Yusof I.A Mat Isa N. Hasikin K., (2013). Automated two- dimensional K-means clustering algorithm for unsupervised image segmentation. Computers and Electrical Engineering, Vol. 39(3), pp. 907-917.
  16. Hasikin, K., Soin N. & Ibrahim, F. 2009. Modeling of an Optical Diaphragm for Human Pulse Pressure Detection. Journal of World Scientific Engineering association Society (WSEAS) Transactions on Electronics, 5(11), pp. 447-456
Chapter in Books
  1. Khairunnisa Hasikin, Wong Wei Ru (2019). Mathematical Thinking Skills and Creative Problem Solving in the Delivery of Engineering Mathematics in The Conventional Learning Space, Learning Space: Stories of Success and Challenges
Article in Proceeding
  1. Khairunnisa Hasikin, Wong Wei Ru (2019). Mathematical Thinking Skills and Creative Problem Solving in the Delivery of Engineering Mathematics in The Conventional Learning Space, International Learning Improvement and Teaching Enhancement Conference 2019, Kuala Lumpur, 23-25 April 2019
  2. Nurshafira Hazim Chan, Khairunnisa Hasikin, Nahrizul Adib Kadri (2019). Evaluation of Feature Descriptor on D-Saddle Keypoint Detection in Retinal Image Registration. Proceeding of 15th IEEE Colloquium on Signal Processing and Its Applications (CSPA 2019). 8-9 March 2019
  3. Nurshafira Hazim Chan, Khairunnisa Hasikin, Nahrizul Adib Kadri (2019).An Improved Enhancement Technique for Mammogram Image Analysis : A Fuzzy Rule-Based Approach of Contrast Enhancement. Proceeding of 15th IEEE Colloquium on Signal Processing and Its Applications (CSPA 2019). 8-9 March 2019
  4. Roziana Ramli, Khairunnisa Hasikin, Mohd Yamani Idna Idris, Mohd Hafiz Mohd Zin, Noor Khairiah A. Karim. Adaptive Fuzzy Rule-based Contrast Enhancement: Application on Mammogram Image Analysis. 2016 IEEE International Symposium on Medical Measurements and Applications. May 15-May 18 2016.
  5. Hasikin, K. & Isa, N. A. M., (2013) Fuzzy image enhancement for low contrast and non-uniform illumination images. In: Signal and Image Processing Applications (ICSIPA), 2013 IEEE International Conference on, 8-10 Oct. 2013, 275-280.
  6. Hasikin, K. & Isa, N. A. M., (2012) Enhancement of the Low Contrast Image Using Fuzzy Set Theory. In: Computer Modelling and Simulation (UKSim), 2012 UKSim 14th International Conference on, 28-30 March 2012, 371-376.
  7. Hasikin, K. and N. A. M. Isa (2012). Fuzzy enhancement for nonuniform illumination of microscopic Sprague Dawley rat sperm image. Medical Measurements and Applications Proceedings (MeMeA), 2012 IEEE International Symposium on.
  8. K. Hasikin, N. Soin, F. Ibrahim. 2010. Micro-diaphragm Performance Analysis for Polyimide Diaphragm. IEEE International Conference on Semiconductor Electronics. pp 352-355
  9. Hasikin, K., Ibrahim, F., & Soin, N. 2008. Modeling of a Micro-Diaphragm biosensor for human artery pulse wave detection, International Conference of the IEEE International Conference on Semiconductor Electronics (ICSE2008), Malaysia, on 25-27 Nov 2008. (IEEE Xplore Cited Publication)(ISI-Cited Publication)
Other Publications
  1. Pertandingan Inovasi antara Sekolah, Sinar Harian, 5 Julai 2016 - Mass Media(Newspaper,Radio,Tv,Popular Magazine)
  2. Profesion Pensyarah Amat Kompetitif - Berita Harian - Mass Media(Newspaper,Radio,Tv,Popular Magazine)
  3. Roziana Binti Ramli, Khairunnisa Hasikin , Mohd Yamani Idna Idris, Noor Khairiah Binti A. Karim. Mismatch rejection of SIFT keypoints in temporal breast MRI. 2nd AMDI International Biohealth Science Conference - Extended Abstract
  4. Universiti Malaya bawa anak-anak PPR selami dunia kejuruteraan, Kosmo, 18 April 2016 - Mass Media(Newspaper,Radio,Tv,Popular Magazine)
  5. Cungkil bakat inovasi pelajar, Kosmo, 11 Mei 2015 - Mass Media(Newspaper,Radio,Tv,Popular Magazine)
  6. Mahasiswa prihatin. Pelajar UM kongsi ilmu dengan kanak-kanak di pangsapuri kos rendah dalam Projek Yusuff, Harian Metro, 22 Disember 2015 - Mass Media(Newspaper,Radio,Tv,Popular Magazine)

RESEARCH INTEREST

  • Medical Image Analysis (Deep learning, machine learning, medical diagnosis)
  • Predictive Maintenance (Digital Twin, Anomaly Detection)

RESEARCH PROJECT

National
  1. 2024 - 2027, UNIVERSITI MALAYA RESEARCH EXCELLENCE GRANT (UMREG)
    Automated Identification and Blood-Stage Classification of Plasmodium Knowlesi Using Graph-Based Contextual Multitask Deep Learning ( Principal Investigator(PI))
  2. 2024 - 2027, Fundamental Research Grant Scheme (FRGS)
    Delineation Of Plasmodium Knowlesi Morphology Using Multi-task Deep Hybrid Learning For Species Identification And Blood-stages Classification ( Principal Investigator(PI))
  3. 2024 - 2027, Fundamental Research Grant Scheme (FRGS)
    Development And Validation Of Artificial Intelligence For Enhanced Diagnostic Capability In Hirschsprung's Disease. ( Co-Researcher)
  4. 2024 - 2027, UNIVERSITI MALAYA RESEARCH EXCELLENCE GRANT (UMREG)
    Sustainable Energy Solutions: Pyrolysis of Biomass-Derived Adsorbents for Green Hydrogen Production and Carbon Sequestration ( Co-Researcher)
  5. 2023 - 2026, Fundamental Research Grant Scheme (FRGS)
    Elucidating Knee Osteoarthritis Multi-biomarkers For Pain Associated Radiological Features Prediction In Response To Nonpharmacological Interventions Using Multi-task Deep Hybrid Learning ( Co-Researcher)
  6. 2024 - 2026, UM Living Labs @ UMSDC
    Development of UM Sustainability Framework: Strategic Governance of SDG & Urban Sustainability Projects Towards Just Net Zero ( Co-Researcher)
  7. 2022 - 2025, Fundamental Research Grant Scheme (FRGS)
    Integration Of Electronic Medical Records Using Machine Learning Approach to Identify High-Risk Surgical Patients During the Perioperative Period ( Co-Researcher)
  8. 2023 - 2025, Bantuan Khas Penyelidikan (BKP Special)
    Transforming Universiti Malaya towards a Carbon Neutral Campus ( Co-Researcher)
  9. 2023 - 2025, UM International Collaboration Grant
    Intelligent Monitoring Systems based on Computer Vision Methods ( Co-Researcher)
  10. 2024 - 2025, UM Living Labs @ UMSDC
    Netzero Nexus: Unifying Big Data Repository For Lembah Pantai And Petaling Jaya ( Principal Investigator(PI))
  11. 2024 - 2025, Government Agency - Manage by UMCARES
    Pengukuhan Pendidikan Stem Bagi Generasi Muda Malaysia: Meningkatkan Prestasi Pelajar Dari Keluarga B40 ( Principal Investigator(PI))
  12. 2024 - 2025, Government Agency - Manage by UMCARES
    Memperkukuh Keselamatan Makanan Dan Kelestarian Penternakan Ikan Di Malaysia Melalui Penggunaan Robot Terapung Automatik Yang Dikuasakan Oleh Tenaga Solar Dan Penapis Air Untuk Penternakan Ikan Keli ( Co-Researcher)
  13. 2024 - 2025, Government Agency - Manage by UMCARES
    Akuakultur Rahmah, Dikuasakan Oleh Komuniti@unimadani Dan Universiti Malaya ( Co-Researcher)
  14. 2024 - 2025, Government Agency - Manage by UMCARES
    Projek Akuaponik-urbankit: Pemerkasaaan Pertanian Bandar Dan Keselamatan Makanan Menerusi Pendidikan Bersepadu Sains, Teknologi Dan Agama ( Co-Researcher)
  15. 2022 - 2024, UM International Collaboration Grant
    Hospital Readmission of Covid-19 Patients using Machine Learning Prediction Model ( Co-Researcher)
  16. 2023 - 2024, UM Living Labs @ UMSDC
    Artificial Intelligence (ai) Assisted Greenhouse Gases Emission Monitoring: Towards Achieving Carbon Neutral Campus ( Principal Investigator(PI))
  17. 2020 - 2023, MRUN Young Researchers Grant Scheme (MY-RGS)
    Climate Change Mitigation: Artificial Intelligence-based Integrated Environmental System For Mangrove Forest Conservation ( Principal Investigator(PI))
  18. 2020 - 2023, RU Geran - Fakulti Program
    Phenotyping Of Left Ventricular Hypertrophy Through Personalized Modelling And Artificial Intelligence ( Co-Researcher)
  19. 2022 - 2023, UM Community Campus-Manage by UMCARES
    The Rimba Project 2.0: Bioblitz in Discovering and Exploring Biodiversity ( Co-Researcher)
  20. 2021 - 2022, UM Community Campus-Manage by UMCARES
    The Rimba Project 2.0: Climate Change Mitigation Through Carbon Sequestration ( Co-Researcher)
  21. 2019 - 2021, RU Geran - UMCares
    Projek Yusuff: Nurturing Stem Education For Under-performed Young Malaysians Under B40 Family Baseline ( Principal Investigator(PI))
  22. 2020 - 2021, RU Geran
    Digital Health Transformation for Prognosis Risk Prediction Using Deep Learning ( Co-Researcher)
  23. 2019 - 2021, MRUN Young Researcher Grant
    Climate Change Mitigation: Artificial Intelligence-based Integrated Environmental System for Mangrove Forest Conservation ( Principal Investigator(PI))
  24. 2018 - 2019, RU Operation
    Investigation Of Local Feature Detector And Descriptor For Retinal Image Registration ( Principal Investigator(PI))
  25. 2014 - 2017, Fundamental Research Grant Scheme (FRGS)
    Formulation of A Robust Framework of Image Enhancement for Non-uniform Illumination and Low Contrast Images ( Consultant)
Private
  1. 2025 - 2029, Private Funding - Manage by UMCARES
    One Million Trees Programme ( Co-Researcher)
  2. 2023 - 2025, UM Living Labs @ UMSDC
    Sustainable Community Livelihood Project: Campus Sustainability@um Towards A Circular & Net-zero Campus ( Co-Researcher)
  3. 2023 - 2025, Private Funding
    Enhancing Durian Farming Through IoT-Based Environmental Prediction System: A Path Towards Sustainable and Resilient Production ( Co-Researcher)
International
  1. 2025 - 2027, International Funding
    Transformative Generative AI-Based Patient-Centric Healthcare in the Era of Climate Change ( Co-Researcher)
  2. 2024 - 2025, UM Living Labs @ UMSDC
    Universiti Malaya Education For Sustainable Development Mobility Program Phase 1 ( Co-Researcher)
  3. 2022 - 2022, International Funding
    Aua-universiti Malaya Overseas Study Program 2021 On Shaping The Future Generation For Life Beyond Covid-19 ( Co-Researcher)

PAPER PRESENTED

INVITED SPEAKER
  1. Environmental Issues and Climate Mitigation Strategies - Case Study of UM Eco Csmpus, ERASMUS Teaching Mobility , ERASMUS (International) (09 Feb 2020 - 15 Feb 2020)
  2. myTreeCarbon (my3C): Towards Achieving Carbon-Balanced Ecosystem, International GreenTech & Eco Products Exhibition & Conference Malaysia, Mestecc (International) (09 Oct 2019 - 11 Oct 2019)
  3. Formation and Assessment of Rubric - ETAC Preparation, Invited Speaker Bengkel Rubrik Penilaian , Politikenik Seberang Perai (National) (22 Apr 2019 - 22 Apr 2019)
  4. Learning with Arduino, Karnival Eksplorasi STEM dan Pameran Kerjaya, Sekolah Menengah Kebangsaan Dato Undang Musa Al-Haj (National) (11 Apr 2019 - 11 Apr 2019)
ORAL PRESENTER
  1. Surface Water Quality Assessment : A Case Study of Merbok River, Kuala Muda, Kedah, 6th Kuala Lumpur International Conference on Biomedical Engineering, IFMBE-UM (International) (28 Jul 2021 - 29 Jul 2021)
  2. Evaluation of Feature Descriptor on D-Saddle Keypoint Detection in Retinal Image Registration, 15th IEEE Colloquium on Signal Processing and Its Applications (CSPA 2019), IEEE (International) (08 Mar 2019 - 09 Mar 2019)
PRESENTER
  1. Greenstop: Carbon-balanced Ecosystem Initiative In University Of Malaya Campus, Inaugural UM Living Labs Webinar 2020, Universiti Malaya Sustainability & Living Lab Secretariat (University) (19 Nov 2020 - 19 Nov 2020)
  2. Mathematical Thinking Skills and Creative Problem Solving in the Delivery of Engineering Mathematics in The Conventional Learning Space, International Learning Improvement and Teaching Enhancement Conference 2019,, Academic Enhancement and Leadership Development Centre (Adec), UM (International) (23 Apr 2019 - 25 Apr 2019)
  3. An Improved Enhancement Technique for Mammogram Image Analysis : A Fuzzy Rule-Based Approach of Contrast Enhancement, 15th IEEE Colloquium on Signal Processing and Its Applications (CSPA 2019), IEEE CSPA (International) (08 Mar 2019 - 09 Mar 2019)
  4. Adaptive Fuzzy Rule-based Contrast Enhancement: Application on Mammogram Image Analysis, 2016 IEEE International Symposium on Medical Measurements and Applications, IEEE (International) (15 May 2016 - 18 May 2016)
  5. Fuzzy image enhancement for low contrast and non- uniform illumination images, 2013 IEEE International Signal and Image Processing Applications (ICSIPA) (01 Aug 2013)
  6. Fuzzy enhancement for nonuniform illumination of microscopic Sprague Dawley rat sperm image, 2012 IEEE International Symposium Medical Measurements and Applications Proceedings (MeMeA) (01 Aug 2012)
  7. Enhancement of the Low Contrast Image Using Fuzzy Set Theory, 2012 UKSim 14th International Conference on Computer Modelling and Simulation (UKSim) (01 Aug 2012)
KEYNOTE SPEAKER
  1. Automated Mosquito Vector Identification and Malaria Parasite Detection using Deep Learning Approach, The 2023 International Workshop on Artificial Intelligence and Image Processing (IWAIIP), Universitas Muhammadiyah Jogjakarta (International) (01 Dec 2023 - 02 Dec 2023)

ACADEMIC/ PROF. SERVICES

Evaluation
  1. (2023) Internal Examiner for Phd Thesis Entitled "Computer Vision Based Distracted Driver Detection With Machine Learning Techniques", University, (Internal Examiner)
  2. (2021) Internal Examiner (Mengsc) - Multivariate Assessment of Automated Massage Chair Efficacy On Skin Tissue Perfusion and Sleep Metrics, University, (Internal Examiner)
  3. (2021) Internal Examiner (Phd) - Deep Learning On Electronic Medical Records for Hospital Readmission Risk Prediction, University, (Internal Examiner)
  4. (2021) Internal Examiner (Phd) - Automatic Delineation Ofknee Anatomical Structure With End-to-End Learning Approach for Osteoarthritisanalysis, University, (Internal Examiner)
  5. (2020) MEng Examiner - Development of Cost-effective 3D Printed Dental Braces in Orthodontics , (Internal Examiner)
  6. (2020) Candidature Defense Panel - INVESTIGATING LEFT VENTRICULAR INFARCT EXTENSION AFTER MYOCARDIAL INFARCTION USING CARDIAC IMAGING AND PATIENT-SPECIFIC MODELLING , (Reviewer)
  7. (2020) Internal Examiner for PhD Candidate - "Assessment of Aortic Valve for Echocardipgraphy using Deep Learning", (Internal Examiner)
  8. (2020) Internal Examiner for Phd Candidate -"HOLISTIC CONTRAST ENHANCEMENT OF OSSIFICATION SITES FOR SKELETAL AGE ASSESSMENT SYSTEM", (Internal Examiner)
  9. (2019) Internal Examiner for Thesis Examination (PhD) - DEVELOPMENT OF DENTAL MATERIAL GLASS IONOMER CEMENT REMOVAL TECHNIQUE USING Nd:YAG LASER , (Internal Examiner)
  10. (2019) Internal Examiner for Thesis Examination (MEng) - POSTURAL STABILITY AND RISK OF FALL OF PERSON WITH TRILATERAL PROSTHESIS, (Internal Examiner)
  11. (2019) Internal Examiner for Thesis Examination (MEng) - THE EFFECTIVENESS OF A WIRELESS BED ALARM SYSTEM FOR FALL PREVENTION AMONG ADULT PATIENTS, (Internal Examiner)
  12. (2019) Internal Examiner for Thesis Examination (MEng) - THE ACCURACY OF BLOOD PRESSURE MEASUREMENT BETWEEN ANEROID AND DIGITAL SPHYGMOMANOMETER IN REFERENCE TO MERCURY SPHYGMOMANOMETER, (Internal Examiner)
  13. (2019) Internal Examiner for Thesis Examination (PhD) - HOLISTIC CONTRAST ENHANCEMENT OF OSSIFICATION SITES FOR SKELETAL AGE ASSESSMENT SYSTEM, (Internal Examiner)
  14. (2018) Reviewer for 2nd International Conference on Biosignal Analysis, Processing & System , Article title: Calcification Detection Using Deep Structured Learning in Intravascular Ultrasound Image for Coronary Artery Disease , (Reviewer)
  15. (2018) Reviewer for Medical, Biological Engineering & Computing, Article title: Application of Artificial Neural Network in miRNA biomarker selection and precise diagnosis of colorectal cancer , (Reviewer)
  16. (2018) Reviewer for Journal of Nanoscience and Nanotechnology, Article title: Zinc Oxide Nanorods - Assisted Vertically Aligned Carbon Nanotubes Thin Film and Its Electrochemical Cycle Performance , (Reviewer)
  17. (2018) Internal Examiner for Thesis Examination (MEng) - POSITIONAL PARAMETERS OF EMG FOR UPPER LIMB AMPUTATIONS , (Internal Examiner)
  18. (2018) Internal Program Evaluator Doktor Prostodontik (DrProstho) Program , (Internal Program Evaluator)
  19. (2018) Internal Examiner for Thesis Examination (MEng) - SPOKEN ARABIC DIGITS RECOGNITION USING DEER LEARNING , (Internal Examiner)
  20. (2017) Internal Examiner for Thesis Examination (MEngSc) - DIGITAL INFRARED THERMOGRAPHY ANALYSIS FOR BREAST CANCER USING IMAGE TEXTURES FEATURES , (Internal Examiner)
  21. (2017) Internal Examiner for Thesis Examination (PhD) - ACTIVE CONTOUR MODELS FOR KNEE CARTILAGE AND MENISCUS ULTRASOUND IMAGE SEGMENTATION , (Internal Examiner)
  22. (2017) Reviewer for Medical, Biological, Engineering & Computing (MBEC) Journal - Article Title: Classification of Pressure Ulcer Tissues with 3D Convolutional Neural Network, (Reviewer)
  23. (2017) Internal Examiner for Thesis Examination (MEngSc) - DEVELOPMENT OF PROSTHETIC TERMINAL DEVICE WITH SENSORY FEEDBACK , (Internal Examiner)
  24. (2017) Internal Examiner for PhD Thesis Examination (PhD) - DEVELOPMENT IN MEDICAL IMAGE FUSION OF ECHOCARDIOGRAPHY AND COMPUTED TOMOGRAPHY FOR CARDIOVASCULAR IMAGING , (Internal Examiner)
  25. (2017) Panel Penilai Akreditasi Semula Program Sarjana Muda Sains Komputer (Sistem Maklumat) dan Sarjana Muda Teknologi Maklumat (Multimedia) , (Reviewer)
  26. (2016) Internal Examiner for Thesis Examination (MEngSc) - QUANTIFYING ABNORMALITY OF REGIONAL CARDIAC WALL MOTION AFTER INFARCTION FROM MAGNETIC RESONANCE IMAGING USING DEFORMABLE MODEL REGISTRATION , (Internal Examiner)
  27. (2016) 3rd International Conference on Movement, Health & Exercise , (Reviewer)
  28. (2016) Panel penilai pengakreditasian penuh program diploma radiografi , (Internal Examiner)
  29. (2016) 3rd International Conference on Movement, Health & Exercise , (Conference Judge)
  30. (2016) Internal Examiner for Thesis Examination (MEngSc) - OPTIMIZATION OF YIELD IN CIRCULATING TUMOUR CELL SEPARATION USING INTEGRATED DIELECTROPHORETIC-MAGNETOPHORETIC TECHNIQUE , (Internal Examiner)
  31. (2015) Medical & Biological Eng & Computing (MBEC), (Reviewer)
  32. (2015) Panel Evaluator for PPP Grant, (Panel Evaluator )
  33. (2015) 2015 International Conference for Innovation in Biomedical Engineering and Life Sciences (ICIBEL2015)., (Reviewer)
  34. (2015) PEMERIKSA DALAM PROJEK PENYELIDIKAN , (Internal Examiner)
Contribution to external organisation
  1. (2023) Perolehan Sokongan Penyelenggaraan Active Directory, Sccm, Mssql dan Windows Server, University, (Technical Advisor)
  2. (2023) Pengerusi Jawatankuasa Spesifikasi Perolehan Pembaharuan Lesen dan Penyelenggaraan Commvault, University, (Technical Advisor)
  3. (2023) Editorial Board Members for Journal of Medical Devices Technology, Universiti Teknologi Malaysia, National, (Expert Advisor)
  4. (2022) Adjunct Lecturer for Faculty of Engineering, Technology and Built Environment of Ucsi Education Sdn Bhd, National, (Adjunct/Visiting Professors)
  5. (2020) Committee Member - 6th Kuala Lumpur International Conference on Biomedical Engineering 2020, 6th Kuala Lumpur International Conference on Biomedical Engineering 2020, International
  6. (2019) Panel Penilai - Candidature Defense, Universiti Malaya
  7. (2019) Panel Penilai Calon Fast Track Program Ijazah Doktor Falsafah, Universiti Malaya
  8. (2018) Judge of CAM Postgraduate Symposium 2018, Centre of Advanced Materials, Faculty of Engineering, UM
  9. (2017) FASILITATOR PERSIDANGAN KEBANGSAAN STAF KUMPULAN PROFESIONAL DAN PELAKSANA UNIVERSITI-UNIVERSITI DALAM KEJURUTERAAN (PPRO17), Fakulti Kejuruteraan
  10. (2016) Journal Writing Workshop, Politeknik Unggul LP3M Medan
  11. (2016) Siswapreneur@PPRN 2016/2017, PPRN
Contribution to event
  1. (2023) International Advisory Committee of International Conference On Recent Advancements in Science and Engineering (Raise 23), International, (Event Organiser)
  2. (2023) Penceramah Bagi Program Latihan - Emerald Research and Supervision, University, (Panelist/Moderator)
  3. (2021) Panelist Round Table Discussion Wanita! Gerakan Baru Tenaga Kerja Mahir Perak, National, (Panelist/Moderator)
  4. (2021) Secretariat Committee At The 6th Kuala Lumpur International Conference On Biomedical Engineering, International, (Event Organiser)

SUPERVISION

Under Graduate Students
  1. (2021) Medical Device Reliability Assessment: Comparative Analysis of Machine Learning Techniques
  2. (2015) Registration of Medial Lateral Oblique and Craniocaudal Mammpgraphic View
  3. (2015) Mammogram Image Enhancement for early detection of breast cancer
  4. (2015) Computerized detection of breast cancer using MRI breast image
  5. (2015) Automated segmentation and detection of breast lesion in digital mammograms
Postgraduate Student
PhD/ Doctoral
  1. (2024) DELINEATION OF PLASMODIUM KNOWLESI MORPHOLOGY USING MULTI-TASK DEEP HYBRID LEARNING FOR SPECIES IDENTIFICATION AND BLOOD-STAGES CLASSIFICATION, TIONG JIA YING
  2. (2024) INTELLIGENT PRIVACY PROTECTION MECHANISM FOR EPISTATIC DETECTION OF GENOME WIDE ASSOCIATION STUDIES, ZHANG YONGTING
  3. (2024) Medical Big Data Analysis and Processing in Deep Learning, LIU MEIZHEN
  4. (2024) Research on Text Classification Based on Deep Learning, LIU WEITONG
  5. (2024) End-to-End Deep Learning System for Automated Malaria Diagnosis by Infected Cells Detection and Species Classification, DHEVISHA A/P SUKUMARRAN
  6. (2024) PREDICTIVE MAINTENANCE FOR BIOMEDICAL EQUIPMENT IN MALAYSIAN GOVERNMENT HOSPITAL USING DEEP LEARNING TECHNIQUES, NUR HANINIE BINTI ABD WAHAB
  7. (2024) DEVELOPMENT AND VALIDATION OF ARTIFICIAL INTELLIGENCE FOR ENHANCED DIAGNOSTIC CAPABILITY IN HIRSCHSPRUNG'S DISEASE., WAN JIA HUI
  8. (2024) AUTOMATED IDENTIFICATION AND BLOOD-STAGE CLASSIFICATION OF PLASMODIUM KNOWLESI USING GRAPH-BASED CONTEXTUAL MULTITASK DEEP LEARNING, ADRIANO TANG CHIN HOONG
  9. (2024) NETZERO NEXUS: INTEGRATING BIG DATA REPOSITORY FOR LEMBAH PANTAI AND PETALING JAYA, ONG BEE SAN
  10. (2024) A DEEP LEARNING APPROACH TO MEDICAL DEVICE PREDICTIVE MAINTENANCE WITH DIGITAL TWIN SYNERGY, MUHAMMAD FIRDAUS BIN MOHD YUSOF
  11. (2024) RESEARCH ON GENE-PHENOTYPIC CORRELATION ANALYSIS UTILIZING HETEROGENEOUS INFORMATION NETWORKS, KANG DIWEN
  12. (2024) THE IMPACT OF EMOTION ON ATTENTIONAL FLEXIBILITY UNDER DIFFERENT COGNITIVE STYLE: EVIDENCE FROM BEHAVIORAL AND EVENT- RELATED POTENTIALS (ERPS) DATA, LIUYIJIN
  13. (2024) BRAIN TUMOUR IMAGE SEGMENTATION BASED ON DEEP LEARNING, LIU LI
  14. (2024) AUTOMATED DENTAL HEALTH MONITORING SYSTEM USING DEEP LEARNING, FAN LIMING
  15. (2024) ARTIFICIAL INTELLIGENCE FOR LEGAL AGE ESTIMATION USING 3D SURFACE ANALYSES OF MANDIBULAR THIRD MOLAR, GHASSAN ALI ABBAS
  16. (2024) ARTIFICIAL INTELLIGENCE, CHIN SHUANG YEE
  17. (2024) DEVELOPING A HOME-BASED HYBRID EXOSKELETON AND FUNCTIONAL ELECTRICAL STIMULATION (FES) SYSTEM FOR ENHANCED NEUROMUSCULAR REHABILITATION, NG KENG SENG
  18. (2024) UNIFIED HEALTHCARE DATA FUSION: INTEGRATING, TRANSFORMING, AND DEEP LEARNING FOR ENHANCED PATIENT CARE, TEOH JING RU
  19. (2024) Phenotyping of Left Ventricle for the Diagnosis of Heart Diseases by Personalized Modeling and Machine Learning, CHUAH SHOON HUI
  20. (2024) FRAMEWORK OF DEVELOPING LIFE CYCLE COST OF BIOMEDICAL EQUIPMENT USING MACHINE LEARNING, MOHD KHIDIR BIN GAZALI
  21. (2023) Medical Device Reliability Predictive Model for Government Hospitals Using Machine Learning, NOORUL HUSNA BINTI ABD RAHMAN
  22. (2023) Hospital Readmission Risk Prediction of Covid-19 Patients using Machine Learning, LOO WEI KIT
  23. (2023) Data Driven Particulate Matters Prediction in Klang Valley Using Machine Learning Techniques, NEO EN XIN
  24. (2023) Deep Eutectic Solvents as a Soil Washing Agent for the Removal of Heavy Metal Contaminants in Mangrove Soil, SHAHIDAH NUSAILAH BINTI RASHID
  25. (2022) PRIORITISATION ASSESSMENT AND ROBUST PREDICTIVE MODEL FOR A COMPREHENSIVE MEDICAL EQUIPMENT MAINTENANCE USING MACHINE LEARNING TECHNIQUES, AIZAT HILMI BIN ZAMZAM
  26. (2022) 3D Deep Learning on Knee Magnetic Resonance Images for Osteoarthritis Assessment, PAULINE YEOH SHAN QING
  27. (2022) DEVELOPMENT OF COMPUTER AIDED MULTIMODAL IMAGING SYSTEM FOR BREAST CANCER DIAGNOSIS, MAHAZANI MOHAMAD
  28. (2022) Prediction of Occupational Injury Severity Using Machine Learning and Deep Learning Approaches, MOHAMED ZUL FADHLI BIN KHAIRUDDIN
  29. (2020) REMOVAL OF HEAVY METAL CONTAMINANTS IN MANGROVE SOIL WITH DEEP EUTECTIC SOLVENTS (DES) AS A SOIL WASHING AGENT, SHAHIDAH NUSAILAH BINTI RASHID
  30. (2020) ORAL AND MAXILLOFACIAL THERMOGRAPHY, GHASSAN ALI ABBAS
  31. (2020) STREOLOGY SOFTWARE, NORAINI BINTI ALI
  32. (2019) FEATURE EXTRACTION AND DESCRIPTION FOR RETINAL FUNDUS IMAGE REGISTRATION, ROZIANA BINTI RAMLI
  33. (2018) FEATURE-BASED IMAGE REGISTRATION OF BREAST IMAGES, ROZIANA BT RAMLI
  34. (2018) DEVELOPMENT OF COMPUTER AIDED MULTIMODAL IMAGING SYSTEM FOR BREAST CANCER DIAGNOSIS, MAHAZANI MOHAMAD
  35. (2017) STREOLOGY SOFTWARE, NORAINI BINTI ALI
  36. (2017) FEATURE-BASED IMAGE REGISTRATION OF BREAST IMAGES, ROZIANA BT RAMLI
  37. (2017) DEVELOPMENT OF COMPUTER AIDED MULTIMODAL IMAGING SYSTEM FOR BREAST CANCER DIAGNOSIS, MAHAZANI MOHAMAD
  38. (2015) MULTIMODALITY IMAGING ANALYSIS, MAHAZANI MOHAMAD
  39. (2015) Medical Image Analysis, Noraini binti Ali
  40. (2014) Multimodal Medical Image Fusion, Roziana Ramli
  41. (2014) A Robust Framework of Image Enhancement for Non-uniform Illumination and Low Contrast Images, Abdullah Amer Mohammed Salih (M0100104)
Master
  1. (2024) INTEGRATING TRANSFORMER AND DIFFUSION MODELS FOR ENHANCED LOW-DOSE CT IMAGE DENOISING AND LESION CLASSIFICATION, LU QING
  2. (2024) ENHANCING DURIAN FARMING THROUGH IOT-BASED ENVIRONMENTAL PREDICTION SYSTEM: A PATH TOWARDS SUSTAINABLE AND RESILIENT PRODUCTION, HUE YEE HOW
  3. (2023) Soft Pneumatic Actuators for Lower Limb Rehabilitation : Development and Its Efficacy in Reducing Muscle Stiffness and Pain, HANISAH BINTI BAKERI
  4. (2022) Development of A Compressed YOLOv4tiny Deep Learning Model for Floating River Debris Detection, NUR ATHIRAH BINTI ZAILAN
  5. (2021) Climate Change Mitigation: Artificial Intelligence-based Integrated Environmental System for Mangrove Forest Conservation, WONG WEN YEE
  6. (2020) Climate Change Mitigation: Artificial Intelligence-based Integrated Environmental System for Mangrove Forest Conservation, Wong Wen Yee
  7. (2020) AN IMPROVED CLIPPED SUB-HISTOGRAM EQUALIZATION TECHNIQUE USING OPTIMIZED LOCAL CONTRAST FACTOR FOR MAMMOGRAM IMAGE ANALYSIS, NURSHAFIRA BINTI HAZIM CHAN
  8. (2018) INVESTIGATION OF LOCAL FEATURE DETECTOR AND DESCRIPTOR FOR RETINAL IMAGE REGISTRATION, NURSHAFIRA BINTI HAZIM CHAN
  9. (2017) INVESTIGATION OF LOCAL FEATURE DETECTOR AND DESCRIPTOR FOR RETINAL IMAGE REGISTRATION, NURSHAFIRA BINTI HAZIM CHAN
  10. (2014) ANALYSIS OF MAMMOGRAM IMAGE ENCHANCEMENT TECHNIQUE FOR EARLY DETECTION OF BREAST CANCER, PARIA YOUSEFI

TEACHING

Bachelor
  1. (2023) KIX1001 - Engineering Mathematics 1
  2. (2023) GFK0027 - Introduction to Biomedical Engineering
  3. (2023) KII4008 - Medical Image Analysis (Elective)
  4. (2022) KIB1012 - Circuit Theory
  5. (2022) KIB1007 - Electrical Circuit Analysis
  6. (2021) KIB1007 - Electrical Circuit Analysis
  7. (2021) KIX1001 - Engineering Mathematics 1
  8. (2021) KII4008 - Medical Image Analysis (Elective)
  9. (2020) KIB1007 - Electrical Circuit Analysis
  10. (2020) KIX1001 - Engineering Mathematics 1
  11. (2020) KII4008 - Medical Image Analysis (Elective)
  12. (2018) KIB2001 - Laboratory Practical III
  13. (2018) KIX1001 - Engineering Mathematics 1
  14. (2018) KIX1002 - Engineering Mathematics 2
  15. (2018) KUEU2139 - Medical Electronics
  16. (2018) KXEX1145 - Basic Engineering Algebra
  17. (2017) KUEP2248 - Medical Electronics
  18. (2016) KIX1001 - Engineering Mathematics 1
  19. (2016) KUEP4307 - Medical Image Analysis
  20. (2015) KUEP4307 - Medical Image Analysis
  21. (2015) KXEX1145 - Basic Engineering Algebra
  22. (2015) KXEX1145 - Basic Engineering Algebra

PATENT/ IPR

  • HUMID-ID: Human Malaria-Infected Detection and Identification
    COPYRIGHT
  • Intelligent Environmental Quality Predictive Tool to Measure Impact of Pollution on Mangrove Ecosystems
    COPYRIGHT
  • Advancing Carbon Neutrality through IoT, Sensor Networks and AI-Enabled Greenhouse Gases Emission Monitoring
    COPYRIGHT
  • Real-Time Artificial Intelligence Dashboard for Campus Greenhouse Gas Emission Monitoring
    COPYRIGHT
  • Detection of Basal Stem Rot Using Deep Learning
    PATENT
  • Cardiac Phantom for CT-Ultrasound Derived Multimodality Imaging
    PATENT

SOCIAL RESPONSIBILITY ACTIVITIES

  • #Rhbtouchhearts Biodiversity Conservation, (19 Aug 2023 - 19 Aug 2023) (National)
  • Advisor Projek Azalea 2.0, (28 Oct 2019 - 01 Jan 2020)
  • Advisor of Green Paddle Battle Compeition - Innovation Competition Using Recycle Materials, (01 Sep 2018 - 30 Jun 2019)
  • Advisor of Zootopia - Volunteerism Project At Zoo Negara, (01 Sep 2018 - 30 Jun 2019)
  • Advisor of Projek Yusuff, (01 Sep 2018 - 30 Jun 2019)
  • Advisor of Kaseh4u - Feed The Homeless Program, (01 Sep 2018 - 30 Jun 2019)
  • Advisor of Jejak Isnpirasi - Volunteerism Project At Rumah Perlindungan Wanita, (01 Sep 2018 - 30 Jun 2019)
  • Volunteers During Mytreevolution Integrated Corportae Social Responsibility Project, (08 Mar 2018 - 08 Mar 2018)
  • Advisor of Projek Yusuff, (01 Jan 2017 - 31 Dec 2017)
  • Advisor of Beyond Engineering Innovation Challenge (Begin) 2017, (01 Jan 2017 - 31 May 2018)
  • Penasihat Kem Excellence in Leadership, Intellectual and Talent Empowerment, (25 Mar 2016 - 27 Mar 2016)
  • Penasihat Projek Ium (Kelas Pengaturcaraan Percuma), (01 Jan 2016 - 30 Jun 2016)
  • Penasihat Projek Yusuff (Kelas Tusyen Percuma Untuk Anak-Anak Keciciran Di Ppr Pantai Ria), (01 Dec 2015 - 30 Jun 2016)
  • Advisor of Beyond Engineering Innovation Challenge (Begin) 2016, (01 Sep 2015 - 30 Jun 2016)
  • Let S Go to Mummie S Lab Program, (01 Jun 2015 - 05 Jun 2015)
  • Ahli Jawatankuasa (Wakil Fakulti) Untuk Program Beyond Engineering Innovation Challenge (Begin) 2015, (08 Mar 2015)