Matthew Chin Heng Chua

发表

Gait identification using a new time-warped similarity metric based on smartphone inertial signals

Jing Tian, Sougata Deb, Youheng Ou Yang, 2020, Journal of Ambient Intelligence and Humanized Computing.

Automated Grading in Diabetic Retinopathy Using Image Processing and Modified EfficientNet

Binh P. Nguyen, Matthew Chin Heng Chua, Hung N. Pham, 2020, ICCCI.

Propulsion-Based Soft Robotic Actuation

Matthew Chin Heng Chua, Raye Chen Hua Yeow, R. C. Yeow, 2017, Robotics.

Design and Characterization of a Soft Robotic Therapeutic Glove for Rheumatoid Arthritis

Jeong Hoon Lim, Matthew Chin Heng Chua, Raye Chen Hua Yeow, 2019, Assistive technology : the official journal of RESNA.

Computational identification of vesicular transport proteins from sequences using deep gated recurrent units architecture

Matthew Chin Heng Chua, Nguyen Quoc Khanh Le, Edward Kien Yee Yapp, 2019, Computational and structural biotechnology journal.

Design and development of an integrated health (i-health) monitoring watch

Matthew Chin Heng Chua, M. Chua, 2016, 2016 IEEE/SICE International Symposium on System Integration (SII).

Design and evaluation of Rheumatoid Arthritis rehabilitative Device (RARD) for laterally bent fingers

Lim Jeong Hoon, Matthew Chin Heng Chua, Raye Chen Hua Yeow, 2016, 2016 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob).

Action recognition using multi-directional projected depth motion maps

Jing Tian, Matthew Chin Heng Chua, Sowndarya Satyamurthi, 2018, Journal of Ambient Intelligence and Humanized Computing.

Deep Learning Models for Tuberculosis Detection from Chest X-ray Images

Binh P. Nguyen, Son Duy Dao, Matthew Chin Heng Chua, 2019, 2019 26th International Conference on Telecommunications (ICT).

An image-text consistency driven multimodal sentiment analysis approach for social media

Maofu Liu, Jing Tian, Huiying Zhu, 2019, Inf. Process. Manag..

Ensemble of Convolutional Neural Networks for the Detection of Prostate Cancer in Multi-parametric MRI Scans

Tao Liu, Binh P. Nguyen, Matthew Chin Heng Chua, 2021 .

Time series classification using a modified LSTM approach from accelerometer-based data: A comparative study for gait cycle detection.

Jing Tian, Youheng Ou Yang, Matthew Chin Heng Chua, 2019, Gait & posture.

Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments pdf

Matthew Chin Heng Chua, Xulei Yang, Pranshu Ranjan Singh, 2020, ArXiv.

Facial expression classification using salient pattern driven integrated geometric and textual features

Jing Tian, Ruiqi Li, Matthew Chin Heng Chua, 2018, Multimedia Tools and Applications.

Hybrid Convolutional Neural Network Ensemble for Activity Recognition in Mobile Phones

Chee-Kong Chui, Binh P. Nguyen, Jeong Hoon Lim, 2021 .

Effects of visual feedback on motion mimicry ability during video-based rehabilitation

Matthew Chin Heng Chua, Raye Chen Hua Yeow, Vanessa Wei-Lin Mak, 2016 .

Development of Wearable Gait Assistive Device Using Recurrent Neural Network

Chee-Kong Chui, Jeong Hoon Lim, Matthew Chin Heng Chua, 2019, 2019 IEEE/SICE International Symposium on System Integration (SII).

BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading

Li Chen, Jing Tian, Xin Xu, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Obstacle Avoidance for Autonomous Driving using Neuro-Fuzzy Architecture in an Urban Landscape

Matthew Chin Heng Chua, Chong Wui Lim, Darryl Eng Soon Ng, 2018, 2018 International Conference on Intelligent Rail Transportation (ICIRT).

Ensemble of Deep Recurrent Neural Networks for Identifying Enhancers via Dinucleotide Physicochemical Properties

Matthew Chin Heng Chua, Nguyen Quoc Khanh Le, Hui-Yuan Yeh, 2019, Cells.

Effects of local and global spatial patterns in EEG motor-imagery classification using convolutional neural network

Tao Yang, Matthew Chin Heng Chua, Jacob Jiexun Liao, 2020 .

CPS-based manufacturing workcell for the production of hybrid medical devices

Chee-Kong Chui, Pooi-Mun Wong, Matthew Chin Heng Chua, 2021, J. Ambient Intell. Humaniz. Comput..

Predicting Antimalarial Activity in Natural Products Using Pretrained Bidirectional Encoder Representations from Transformers

Binh P. Nguyen, Matthew Chin Heng Chua, Trang T. T. Do, 2021, J. Chem. Inf. Model..

Improving 3D Hand Pose Estimation with Synthetic RGB Image Enhancement Using RetinexNet and Dehazing

Binh P. Nguyen, Matthew Chin Heng Chua, Quang H. Nguyen, 2021 .

Explainable machine learning prediction of ICU mortality

Binh P. Nguyen, Matthew Chin Heng Chua, Yixuan Sun, 2021, Informatics in Medicine Unlocked.

Robo-advisor using genetic algorithm and BERT sentiments from tweets for hybrid portfolio optimisation

Binh P. Nguyen, Matthew Chin Heng Chua, Edmund Kwong Wei Leow, 2021, Expert Syst. Appl..

Heart Disease Classification using Novel Heterogeneous Ensemble

Binh P. Nguyen, Matthew Chin Heng Chua, Trang T. T. Do, 2021, 2021 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI).

Optimization of Patient-Specific Design of Medical Implants for Manufacturing

Chee-Kong Chui, Matthew Chin Heng Chua, C. Chui, 2016 .