Asst Prof Matthew Chua - Department of Biomedical Informatics

CHUA, Matthew

Department of Biomedical Informatics

Assistant Professor

Personal Website

Brief Introduction Journals & Publications

Brief Introduction

Asst Prof. (Dr) Matthew Chua is the winner of the prestigious Global Excellence Award 2024, as a distinguished leader in the field of AI and technological innovation internationally. He is currently the Deputy Director of the Digital and Smart Health Office, Ng Teng Fong Centre for Healthcare Innovation, National Healthcare Group, to drive impact-driven Digital and AI transformation for healthcare. Matt is also currently an Assistant Professor of Biomedical Informatics at NUS School of Medicine. He has also won data science competitions at the national level, clinching 3rd place for the Data VIZard at the Data Arcade Tournament 2022. At NUS, Matt drives the research and lectures on AI and Tech for the advancement of Medicine Health. He has won prestigious research grants, amounting to more than S$8 million, from Ministry of Health, SG Enable, HealthTEC and internationally. He has also published more than 50 papers in prestigious peer-reviewed international journals and is widely cited.

On the side, he is a professional opera singer, being sought after for many local events and celebrations, including The SG50 Concert at the Park, Lee Kuan Yew Memorial Concert, TTSH Gala dinner and many others. He was also the 2nd place winner for The Rising Star Season 3 Competition 2019.

Education:

2022 – Certified AWS Machine Learning Speciality

2020 - Certified Specialist Adult Educator (Institute of Adult Learning)

2019 - Certified Project Management Professional (Project Management Institute)

2018 - Certified Scrum Master (Scrum Alliance)

2015 - Doctor of Philosophy (National University of Singapore)

2014 - Graduate Certificate in Management of Technology (National University of Singapore)

2012 - Bachelor of Mechanical Engineering with Honors (National University of Singapore)

Research Interests:

Artificial Intelligence, Data Science, Medical Systems, Medical Informatics, Robotics Systems

Research Grant Awards:

2023 – MOH NMRC, Large Collaborative Grant (Co-I): A Health-coach Led Digital Lifestyle Intervention (HEALDI) for the Reversal of Left Ventricular Fibrosis: A Single-blinded Randomized Controlled Trial -Theme 4 of RESET

2022 - NUHS Family Medicine/Primary Care/Health Service Research Grant (Co-I): Effect of Singapore-contextualized Dance-based Exergame (SinDance) in promoting Physical function and reducing depressive symptoms and falls among community-dwelling older adults

2021 - MINDEF Research Funding (Co-I): Project BREMO

2020 - HealthTEC Grant (PI): CygniSENSE - A hand assessment and rehabilitation system with Intel RealSense

2020 - NMRC Health Service Research Grant (Co-I): An Integrative Cardiac Rehabilitation Employing Smartphone Technology (i-CREST) for patients with Post-myocardial infarction: A randomized controlled trial

2019 - Singapore Cancer Society Cancer Research Grant (Co-I): The effectiveness of an interactive Colorectal Cancer self-Management enhancement smartphone-based psycho-social intervention programme (iCanManage) on outcomes of patients with colorectal cancer and their family caregivers: A randomized controlled trial

2018 - Tote Board SG Enabling Lives Initiatives Grant (PI): Development of an m-Health Rehabilitation System for Stroke Patient Recovery

2018 - Hong Kong Polytechnic University Research Grant (Co-I): Feasibility of self-administered auricular acupressure integrated with mobile device reminders for weight reduction

2017 - NMRC/NIC Enabling Innovation Grant (PI): Intelligent Gait (iGait) Assistive Device for Elderly Patients with Parkinson Disease

Media Coverage:

2023

Data Scientist by Day, Opera Singer by Night. Pioneer Magazine. https://www.mindef.gov.sg/web/portal/pioneer/article/feature-article-detail/people/2023-Q2/14apr23_news1

2021

Smart Health Screening Station. ISS Presents. https://www.youtube.com/watch?v=yIU-2FF_WR4

mHealth Intelligent Hand Rehabilitation System for Stroke Survivors. ISS Presents. https://www.youtube.com/watch?v=mCHoJ_GoLZc

Autonomous Driving Turtlebot System. ISS Presents. https://www.youtube.com/watch?v=-SL5Ce2qJDA

Leaving behind trays, food debris at hawker centres could expose others to diseases: Health experts. Channel News Asia (5 Feb 2021) https://www.channelnewsasia.com/singapore/leaving-behind-trays-food-hawker-centres-expose-germs-pests-321551
Food Trays Part 1: Why can't we get it right? Talking Point (21 Jan 2021) https://www.youtube.com/watch?v=vPEL_-VSoWs

2019

Opening of Stroke Support Station, Jurong Point. Channel News Asia (28 May 2019) https://www.youtube.com/watch?v=ogI6IRPEXFU
Second rehab centre for stroke patients promises larger capacity, shorter waiting times and new programmes. The Straits Times (30 May 2019) https://www.straitstimes.com/singapore/health/stroke-patients-boosted-by-opening-of-second-rehab-centre

2018

Socks give seniors an impulse to get walking. The Straits Times (27 May 2018) https://www.iss.nus.edu.sg/community/newsroom/news-detail/2018/05/28/socks-give-seniors-an-impluse-to-get-walking
Challenge Tomorrow: Ep 4: New Frontiers in Healthcare. Channel News Asia (21 Mar 2018) https://www.youtube.com/watch?v=ZbrFH2m0tgA

Journals & Publications

Journals

Jiang Y, Chow YE, Oide K, Chen C, Lee PY, Chua M, Yoong SQ (2024). Crafting Community Well-Being: Development of an AI-Powered SinDance Exergame for Older Adults in Singapore—A Pilot Randomized Trial. Journal of the American Medical Directors Association. doi: 10.1016/j.jamda.2024.105043
Yoong SQ, Wu VX, Chen C, Lee PY, Wee KSL, Teo J, Chua M & Jiang Y (2024). Dance Exergames for Older Adults: A Systematic Review and Meta-Analysis With Narrative Synthesis. The Journals of Gerontology: Series A. doi: 10.1093/gerona/glae035
Aung NN, Pang J, Chua M & Tan HX (2023). A novel bidirectional LSTM deep learning approach for COVID-19 forecasting. Scientific Reports. doi: 10.1038/s41598-023-44924-8
Tan RSY, Lin W, Low GH, Lin R, Goh TC, Chang CCE, Lee FF, Chan WY, Tan WC, Tey HJ, Leong FL, Tan HQ, Nei WL, Chay WY, Tai DWM, Lai GGY, Cheng LT, Wong FY, Chua M, Chua MLK, Tan DSW, Thing CH, Tan IBH & Ng HT (2023). Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting. Journal of the American Medical Informatics Association. doi: 10.1093/jamia/ocad133
Yuan Q, Chen K, Yu Y, Le NQL & Chua M (2023). Prediction of Anticancer Peptides Based on an Ensemble Model of Deep Learning and Machine Learning Using Ordinal Positional Encoding. Briefings in Bioinformatics. doi: 10.1093/bib/bbac630
Zheng Z, Le NQK & Chua M (2023). MaskDNA-PGD: an innovative deep learning model for detecting DNA methylation by integrating mask sequences and adversarial PGD training as a data augmentation method. Chemometrics and Intelligent Laboratory Systems. doi: 10.1016/j.chemolab.2022.104715
Zhao Z, Gui J, Le NQK & Chua M (2022). Improved Prediction Model of Protein and Peptide Toxicity by Integrating Channel Attention into a Convolutional Neural Network and Gated Recurrent Units. ACS Omega. doi: 10.1021/acsomega.2c05881
Loh LKY, Kueh HK, Parikh NJ, Chan H, Ho NJH & Chua M (2022). An Ensembling Architecture Incorporating Machine Learning Models and Genetic Algorithm Optimization for Forex Trading. MDPI FinTech. doi: 10.3390/fintech1020008
Nguyen QH, Nguyen BP, Nguyen MT, Chua M, Do TT & Nghiem N (2022). Bone Age Assessment and Sex Determination using Transfer Learning. Expert Systems with Applications. doi: 10.1016/j.eswa.2022.116926
Chua M (2022). From the Editor-in-Chief of RIMA. Research on Intelligent Manufacturing and Assembly. doi: 10.25082/RIMA.2022.01.001
Dong YH, Yeo MC, Tham XC, Danuaji R, Nguyen TH, Sharma AK, Komalkumar, Meenakshi RV, Tai MLS, Ahmad A, Tan BYQ, Ho RC, Chua M & Vijay KS (2022). Investigating Psychological Differences Between Nurses and Other Health Care Workers From the Asia-Pacific Region During the Early Phase of COVID-19: Machine Learning Approach. JMIR Nursing. doi: 10.2196/32647
Wong XY, Ang YK, Li K, Chin YH, Lam SSW, Tan KBK, Chua M, Ong MEH, Liu N, Pourghaderi AR & Ho AFW (2021). Development and validation of the SARICA Score to predict Survival After Return of spontaneous circulation in out of hospital Cardiac Arrest using an interpretable machine learning framework. Resuscitation. doi: 10.1016/j.resuscitation.2021.11.029
Wan SW, Chong CS, Toh EL, Lim SH, Loi TT, Lew YFH, Chua M, Jee XP, Liu GY, Zhu L, Pikkarainen M & He H (2021). Co-creating a patient-centric digital solution to enhance perioperative health outcomes among colorectal cancer patients and their family caregivers: a theory-based, international, multidisciplinary approach. Journal of Medical Internet Research. doi: 10.2196/31917
Tng SS, Le NQK, Yeh HY & Chua M (2021). An Improved Prediction Model of Protein Lysine Crotonylation Sites Using Bidirectional Recurrent Neural Networks. Journal of Proteome Research. doi: 10.1021/acs.jproteome.1c00848
Siah CJR, Lau ST, Tng SS & Chua M (2021). Using Infrared Imaging and Deep Learning in Fit-Checking of Respiratory Protective Devices Among Healthcare Professionals. Journal of Nursing Scholarship. doi: 10.1111/jnu.12736
Nguyen-Vo TH, Trinh Q, Nguyen L, Do T, Chua M & Nguyen BP (2021). Predicting Anti-malarial Activity in Natural Products using Pre-trained Bi-directional Encoder Representations from Transformer. Journal of Chemical Information and Modeling. doi: 10.1021/acs.jcim.1c00584
Chia AHT, Khoo MS, Lim AZ, Ong KE, Sun Y, Nguyen BP, Chua M & Pang J (2021). Explainable machine learning prediction of ICU mortality. Informatics in Medicine Unlocked. doi: 10.1016/j.imu.2021.100674
Ng MY, Chng CB, Koh WK, Chui CK & Chua M (2021). An Enhanced Self-Attention and A2J Approach for 3D Hand Pose Estimation. Multimedia Tools and Applications. doi: 10.1007/s11042-021-11020-w
Leow EKW, Nguyen BP & Chua M (2021). Robo-Advisor using Genetic Algorithm and BERT Sentiments from Tweets for Hybrid Portfolio Optimisation. Expert Systems with Applications. doi: 10.1016/j.eswa.2021.115060
Goh CWK, Ng BCR, Wong YK, Ho JHN & Chua M (2021). Aerial Filming with Synchronized Drones using Reinforcement Learning. Multimedia Tools and Applications. doi: 10.1007/s11042-020-10388-5
Wong PM, Ho N, Koh DK, Chua M & Chui CK (2020). CPS-based Manufacturing Workcell for the Production of Hybrid Medical Devices. Journal of Ambient Intelligence and Humanized Computing. doi: 10.1007/s11042-020-10388-5
Sua JN, Lim SY, Yulius MH, Su X, Yap E, Yeh HY & Chua M (2020). Incorporating Convolutional Neural Networks and Sequence Graph Transform for Identifying Multilabel Protein Lysine PTM Sites. Chemometrics and Intelligent Laboratory Systems. doi: 10.1016/j.chemolab.2020.104171
Yin JH, Chng CB, Wong PM, Ho N, Chua M & Chui CK (2020). VR and AR in Human Performance Research – An NUS Experience. Virtual Reality & Intelligent Hardware. doi: 10.1016/j.vrih.2020.07.009
Liao JJ, Luo JJ, Yang T, So R & Chua M (2020). Effects of Local and Global Spatial Patterns in EEG Motor-Imagery Classification using Convolutional Neural Network. Brain-Computer Interfaces. doi: 10.1080/2326263X.2020.1801112
Deb S, Ou-Yang Y, Chua M & Tian J (2020). Gait identification using a new time-warped similarity metric based on smartphone inertial signals. Journal of Ambient Intelligence and Humanized Computing. doi: 10.1007/s12652-019-01659-7
Le NQ, Yapp E, Nagasundaram N, Chua M & Yeh HY (2019). Computational identification of vesicular transport proteins from sequences using deep gated recurrent units architecture. Computational and Structural Biotechnology Journal. doi: 10.1016/j.csbj.2019.09.005
Tan HX, Aung NN, Tian J, Chua M & Ou-Yang Y (2019). Time series classification using a modified LSTM approach from accelerometer-based data: A comparative study for gait cycle detection. Gait & Posture. doi: 10.1016/j.gaitpost.2019.09.007
Zhao Z, Zhu H, Xue Z, Liu Z, Tian J, Chua M & Liu M (2019). An Image-text Consistency Driven Multimodal Sentiment Analysis Approach for Social Media. Information Processing & Management. doi: 10.1016/j.ipm.2019.102097
Tan KK, Khanh N, Yeh HY & Chua M (2019). Ensemble of Deep Recurrent Neural Networks for Identifying Enhancers via Dinucleotide Physiochemical Properties. Cells. doi: 10.3390/cells8070767
Suen L, Wang W, Cheng K, Chua M, Yeung J, Koh WK, Yeung S & Ho J (2019). Self-Administered Auricular Acupressure Integrated With a Smartphone App for Weight Reduction: Randomized Feasibility Trial. JMIR MHealth And UHealth. doi: 10.2196/14386
Sowndarya S, Tian J & Chua M (2018). Action Recognition Using Multidirectional Projected Depth Motion Maps. Journal of Ambient Intelligence and Humanized Computing. doi: 10.1007/s12652-018-1136-1
Ho N, Wong PM, Chua M & Chui CK (2018). Virtual Reality Training for Assembly of Hybrid Medical Devices. Multimedia Tools and Application. doi: 10.1007/s11042-018-6216-x
Li R, Tian J & Chua M (2018). Facial expression classification using salient pattern driven integrated geometric and textual features. Multimedia Tools and Application. doi: 10.1007/s11042-018-6133-z
Chua M & Yeow CH (2017). Propulsion-Based Soft Robotic Actuation. Robotics. doi: 10.3390/robotics6040034
Sougata D, Cleta MLA, Gomathypriya D & Chua M (2017). An Ensemble Prediction Approach to Weekly Dengue Cases Forecasting Based on Climatic and Terrain Conditions. Journal of Health and Social Sciences. doi: 10.19204/2017/nnsm3
Chua M, Lim JH & Yeow CH (2017). Design and Characterization of a Soft Robotic Therapeutic Glove for Rheumatoid Arthritis. Assistive Technology. doi: 10.1080/10400435.2017.1346000
Ho N, Chua M & Chui CK (2017). Optimization of Cell Seeding in a 2D Bio-Scaffold System using Computational Models. Computers in Biology and Medicine. doi: 10.1016/j.compbiomed.2017.03.013
Mak V, Low JH, Chua M & Yeow CH (2016). Effects of Visual Feedback on Motion Mimicry Ability during Video-Based Rehabilitation. Cogent Medicine. doi: 10.1080/2331205X.2016.1215284
Low FZ, Chua M, Lim PY & Yeow CH (2016). Effects of Mattress Material on Body Pressure Profiles in Different Sleeping Postures. Journal of Chiropractic Medicine 5.3. doi: 10.1016/j.jcm.2016.09.002
Chua M & Chui CK (2015). New Attenuation Predictive Model for Carbon-Based Nanocomposites. IEEE Transactions on Nanotechnology,14(2), 363-371. doi: 10.1109/TNANO.2015.2396536
Chua M, Chui CK & Teo C (2014). Computer Aided Design and Experiment of a Novel Patient Specific Carbon Nanocomposite Voice Prosthesis. Computer Aided Design. doi: 10.1016/j.cad.2014.09.002
Chua M, Chui CK, Teo C & Lau D (2014). Patient Specific Carbon Nanocomposite Tracheal Prosthesis. International Journal of Artificial Organs. doi: 10.5301/ijao.5000374
Chua M & Chui CK (2014). Probabilistic Predictive Modeling of Carbon Nanocomposites for the Computer Aided Design of Medical Implants. Journal of Mechanical Behavior of Biomedical Materials. doi: 10.1016/j.jmbbm.2015.01.013
Chua M, Chui CK, Chng CB & Lau D (2013). Carbon Nanotube-Based Artificial Tracheal Prosthesis: Carbon nanocomposite implants for patient-specific ENT care. Nanotechnology Magazine, IEEE, 7(4), 27-31. doi: 10.1109/mnano.2013.2289691

Conferences

Khang N, Lim JWY, Lee KP, Lin T, Tian J, Do TT, Chua M & Nguyen BP (2021). Heart Disease Classification using Novel Heterogeneous Ensemble. IEEE EMBS International Conference on Biomedical and Health Informatics (BHI 2021). Greece. doi: 10.1109/BHI50953.2021.9508516
Tan A, Kwek B, Anthony K, Teh V, Yang Y, Quang HN, Binh NP & Chua M (2021). Improving 3D Hand Pose Estimation with Synthetic RGB Image Enhancement using RetinexNet and Dehazing. The International Conference on Artificial Intelligence and Computational Intelligence (AICI 2021). Vietnam. doi: 10.1007/978-3-030-76620-7_8
Quang HN, Koh WK, Ouyang Y, Xu T, Binh PN & Chua M (2021). End-to-end Hand Rehabilitation System with Single-shot Gesture Classification for Stroke Patients. The International Conference on Artificial Intelligence and Computational Intelligence (AICI 2021). Vietnam. doi: 10.1007/978-3-030-76620-7_5
Khang N, Chee J, Soh CW, Hoang NS, Lim JH, Binh PN, Chui CK & Chua M (2021). Classification of Gait Patterns using Overlapping Time Displacement of Batchwise Video Subclips. The 5th International Conference on Research in Intelligent and Computing in Engineering (RICE 2020). Vietnam. doi: 10.1007/978-981-15-7527-3_10
Khang N, Gan MRJ, Binh PN, Chua M & Ou-Yang Y (2021). Classification of Parkinson’s Disease Associated Gait Patterns. The 5th International Conference on Research in Intelligent and Computing in Engineering (RICE 2020). Vietnam. doi: 10.1007/978-981-15-7527-3_56
Unnikrishnan B, Singh PR, Yang X, & Chua M. (2020). Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments. arXiv preprint arXiv:2006.02610.
Pham HN, Tan RJ, Cai YT, Shahril M, Yeo Ngan Chong, Lim HJ, Do TT, Binh PN & Chua M (2020). Automated Grading in Diabetic Retinopathy using Image Processing and Modified EffcientNet. International Conference on Computational Collective Intelligence (ICCCI 2020). Vietnam. doi: 10.1007/978-3-030-63007-2_39
Quang HN, Gong M, Liu T, Ou-Yang Y, Binh PN & Chua M (2020). Ensemble of Convolutional Neural Networks for the Detection of Prostate Cancer in Multi-Parametric MRI Scans. The International Conference on Artificial Intelligence and Computational Intelligence (AICI 2020). Vietnam. doi: 10.1007/978-3-030-49536-7_20
Chan JH, Lim HJ, Hoang NS, Lim JH, Khang N, Binh PN, Chui CK & Chua M (2020). Hybrid Convolutional Neural Network Ensemble for Activity Recognition in Mobile Phones. The International Conference on Artificial Intelligence and Computational Intelligence (AICI 2020). Vietnam. doi: 10.1007/978-3-030-49536-7_25
Lim KC, Sin SH, Lee CW, Chin WK, Lin J, Khang N, Quang HN, Binh PN & Chua M (2020). Video-based Skeletal Feature Extraction for Hand Gesture Recognition. The 4th International Conference on Machine Learning and Soft Computing (ICMLSC 2020). Vietnam. doi: 10.1145/3380688.3380711
Quang HN, Ramasamy M, Laxman S, Gopa S, Anh CT, Binh PN & Chua M (2020). Diabetic Retinopathy Detection using Deep Learning. The 4th International Conference on Machine Learning and Soft Computing (ICMLSC 2020). Vietnam. doi: 10.1145/3380688.3380709
Hoang NS, Cai Y, Lee CW, Ou Yang Y, Chui CK & Chua M (2019). Gait classification for Parkinson’s Disease using Stacked 2D and 1D Convolutional Neural Network. 2019 International Conference on Advanced Technologies for Communications (ATC). IEEE. Vietnam. doi: 10.1109/ATC.2019.8924567
Zhao Z, Zhang K, Hao X, Tian J, Chua M, Chen L & Xu X (2019). BIRA-NET: Bilinear Attention Net for Diabetic Retinopathy Grading. 2019 International Conference on Image Processing (ICIP 2019). IEEE. Taiwan. doi: 10.1109/ICIP.2019.8803074
Quang HN, Binh PN, Son DD, Balagopal U, Rajan D, Savitha R, Sravani S, Palaparthi N & Chua M (2019). Deep Learning Models for Tuberculosis Detection from Chest X-ray Images. 2019 26th International Conference on Telecommunications (ICT). Vietnam. doi: 10.1109/ICT.2019.8798798
Quang HN, Do TT, Thoppan AM, Chong CF, Arya I, Maddi KM, Pandey S, Balakrishnan VK, Pham HN, Nguyen BP & Chua M (2019). Effective Arrhythmia Detection using Majority Voting. 2019 International Conference on System Science and Engineering (ICSSE). IEEE. Vietnam. doi: 10.1109/ICSSE.2019.8823458
Quang HN, Do TT, Wang Y, Heng SS, Chen K, Ang M, Philip CE, Singh M, Pham HN, Nguyen B & Chua M (2019). Breast Cancer Prediction using Feature Selection and Ensemble Voting. 2019 International Conference on System Science and Engineering (ICSSE). IEEE. Vietnam. doi: 10.1109/ICSSE.2019.8823106
Quang HN, Do TT, Chu TB, Trinh LV, Nguyen DH, Phan CV, Phan TA, Doan DV, Pham HN, Nyugen B & Chua M (2019). Music Genre Classification using Residual Attention Network. 2019 International Conference on System Science and Engineering (ICSSE). IEEE. Vietnam. doi: 10.1109/ICSSE.2019.8823100
Quang HN, Do TT, Chan K, Sen G, Han A, Lim P, Cheng T, Nyugen Q, Nyugen B & Chua M (2019). Multimodal Detection of Parkinson Disease based on Vocal and Improved Spiral Test. 2019 International Conference on System Science and Engineering (ICSSE). IEEE. Vietnam. doi: 10.1109/ICSSE.2019.8823309
Pham HN, Chatterjee A, Narasimhan B, Lee CW, Jha DK, Wong E, Ellyanti S, Nyugen Q, Nyugen B & Chua M (2019). Predicting Hospital Readmission Patterns of Diabetic Patients using Ensemble Model and Cluster Analysis. 2019 International Conference on System Science and Engineering (ICSSE). IEEE. Vietnam. doi: 10.1109/ICSSE.2019.8823441
Pham HN, Koay CY, Chakraborty T, Gupta S, Tan BL, Wu H, Vardhan A, Nyugen Q, Palaparthi N, Nyugen B & Chua M (2019). Lesion Segmentation and Automated Melanoma Detection using Deep Convolutional Neural Networks and XGBoost. 2019 International Conference on System Science and Engineering (ICSSE). IEEE. Vietnam. doi: 10.1109/ICSSE.2019.8823129
Tang SY, Hoang NS, Chui CK, Lim JH & Chua M (2019). Development of Wearable Gait Assistive Device Using Recurrent Neural Network. 2019 IEEE/SICE International Symposium on System Integrations (SII). France. doi: 10.1109/SII.2019.8700415
Tang SY, Hoang NS & Chua M (2018). Development of a wearable gait rehabilitation device with tactile-based stimulation. The 5th Rajabhat University National & International Research and Academic Conference. Thailand.
Koh WK & Chua M (2018). Design and Architecture of a Mobile Hand Rehabilitation System for Stroke Patient. The 5th Rajabhat University National & International Research and Academic Conference. Thailand.
Lim CW, Yeo EB, Ng ES & Chua M (2018). Obstacle Avoidance for Autonomous Driving using Neuro-Fuzzy Architecture in an Urban Landscape. International Conference on Intelligent Rail Transportation. IEEE. doi: 10.1109/icirt.2018.8641614
Liu K, Li Y, Ma TK & M Chua (2018). Social-behaviour Knowledge Extraction from Videos. Vision Meets Cognition Workshops.
Sandeep S, Jaipurkar, Wang J, Zeng Z, Sin GT, Veeravalli B, Chua M (2018). Automated Classification Using End-To-End Deep Learning. In the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE. doi: 10.1109/EMBC.2018.8512356
Que Q, Tang Z, Wang R, Wang J, Chua M, Sin GT, Veeravalli B, Zeng Z, Yang X (2018). CardioXNet: Automated Detection for Cardiomegaly Based on Deep Learning. In the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE. doi: 10.1109/EMBC.2018.8512374.
Chua M, Lim JH & Yeow CH (2016). Design and evaluation of Rheumatoid Arthritis rehabilitative Device (RARD) for laterally bent fingers. In Biomedical Robotics and Biomechatronics (BioRob), 2016 6th IEEE International Conference on (pp. 839-843). IEEE. doi: 10.1109/BIOROB.2016.7523732
Chua M & Chui CK (2016). Optimization of Patient-Specific Design of Medical Implants for Manufacturing. Procedia CIRP, 40, 402-406. doi: 10.1016/j.procir.2016.01.078
Chua M, Chui CK & Rai B (2013). Development of a patient specific artificial tracheal prosthesis: Design, mechanical behavior analysis and manufacturing. In 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (pp. 6236-6239). IEEE. doi: 10.1109/EMBC.2013.6610978
Chua M, Chui CK, Chng CB & Lau D (2013). Experiments of carbon nanocomposite implants for patient specific ENT care. In The 7th IEEE International Conference on Nano/Molecular Medicine and Engineering (pp. 72-76). IEEE. doi: 10.1109/NANOMED.2013.6766318

Book Chapters

Tan A, Kwek B, Anthony K, Teh V, Yang Y, Quang HN, Binh NP & Chua M (2021). Improving 3D Hand Pose Estimation with Synthetic RGB Image Enhancement Using RetinexNet and Dehazing. In: Phuong N.H., Kreinovich V. (eds) Soft Computing: Biomedical and Related Applications. Studies in Computational Intelligence, vol 981. Springer, Cham.
Quang HN, Koh WK, Ouyang Y, Xu T, Binh PN & Chua M (2021). End-to-End Hand Rehabilitation System with Single-Shot Gesture Classification for Stroke Patients. In: Phuong N.H., Kreinovich V. (eds) Soft Computing: Biomedical and Related Applications. Studies in Computational Intelligence, vol 981. Springer, Cham.
Khang N, Chee J, Soh CW, Hoang NS, Lim JH, Binh PN, Chui CK & Chua M (2021). Classification of Gait Patterns Using Overlapping Time Displacement of Batchwise Video Subclips. In: Kumar R., Quang N.H., Kumar Solanki V., Cardona M., Pattnaik P.K. (eds) Research in Intelligent and Computing in Engineering. Advances in Intelligent Systems and Computing, vol 1254. Springer, Singapore.
Khang N, Gan MRJ, Binh PN, Chua M & Ou-Yang Y (2021). Classification of Parkinson’s Disease-Associated Gait Patterns. In: Kumar R., Quang N.H., Kumar Solanki V., Cardona M., Pattnaik P.K. (eds) Research in Intelligent and Computing in Engineering. Advances in Intelligent Systems and Computing, vol 1254. Springer, Singapore.
Pham HN, Tan RJ, Cai YT, Shahril M, Yeo Ngan Chong, Lim HJ, Do TT, Binh PN & Chua M (2020). Automated Grading in Diabetic Retinopathy Using Image Processing and Modified EfficientNet. In: Nguyen N.T., Hoang B.H., Huynh C.P., Hwang D., Trawiński B., Vossen G. (eds) Computational Collective Intelligence. ICCCI 2020. Lecture Notes in Computer Science, vol 12496. Springer, Cham.
Quang HN, Gong M, Liu T, Ou-Yang Y, Binh PN & Chua M (2020). Ensemble of Convolutional Neural Networks for the Detection of Prostate Cancer in Multi-parametric MRI Scans. In: Kreinovich V., Hoang Phuong N. (eds) Soft Computing for Biomedical Applications and Related Topics. Studies in Computational Intelligence, vol 899. Springer, Cham.
Chan JH, Lim HJ, Hoang NS, Lim JH, Khang N, Binh PN, Chui CK & Chua M (2020). Hybrid Convolutional Neural Network Ensemble for Activity Recognition in Mobile Phones. In: Kreinovich V., Hoang Phuong N. (eds) Soft Computing for Biomedical Applications and Related Topics. Studies in Computational Intelligence, vol 899. Springer, Cham.

Patents & Licenses

LICENSE AGREEMENT (NUS – Roceso Technologies Pte Ltd) for Invention Disclosures Entitled: Hand Tracking and Assessment Software Tool using Leap Motion Camera (NUS Ref: 2020-102)
Chui CK, Chua M, Lau D & Teo C, NATIONAL UNIVERSITY OF SINGAPORE and SINGAPORE HEALTH SERVICES PTE LTD, 2016. Methods and Materials for an Artificial Voice Prosthesis. U.S. Patent 20,160,106,536.
Chui CK, Chua M, Lau D, Chng CB, Wen Rong, & Teo C, NATIONAL UNIVERSITY OF SINGAPORE and SINGAPORE HEALTH SERVICES PTE LTD, 2016. Method And Apparatus For Biological Soft Tissue Measurement. PCT Application No. PCT/SG2016/050092.

Personal Website