Matthew Chin Heng Chua
National University of Singapore
H-index: 20
Asia-Singapore
Top articles of Matthew Chin Heng Chua
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Dance Exergames for Older Adults: A Systematic Review and Meta-Analysis With Narrative Synthesis | Si Qi Yoong Vivien Xi Wu Changwu Chen Poh Yin Lee Karen Siew Lin Wee | 2024/2/2 | |
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 | Zhiwei Zheng Nguyen Quoc Khanh Le Matthew Chin Heng Chua | 2023/1/15 |
Prediction of anticancer peptides based on an ensemble model of deep learning and machine learning using ordinal positional encoding | Briefings in Bioinformatics | Qitong Yuan Keyi Chen Yimin Yu Nguyen Quoc Khanh Le Matthew Chin Heng Chua | 2023/1 |
A novel bidirectional LSTM deep learning approach for COVID-19 forecasting | Scientific Reports | Nway Nway Aung Junxiong Pang Matthew Chin Heng Chua Hui Xing Tan | 2023/10/20 |
Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting | Journal of the American Medical Informatics Association | Ryan Shea Ying Cong Tan Qian Lin Guat Hwa Low Ruixi Lin Tzer Chew Goh | 2023/10/1 |
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 | YanHong Dong Mei Chun Yeo Xiang Cong Tham Rivan Danuaji Thang H Nguyen | 2022/6/1 |
Using infrared imaging and deep learning in fit‐checking of respiratory protective devices among healthcare professionals | Journal of Nursing Scholarship | Chiew‐Jiat Rosalind Siah Siew Tiang Lau Sian Soo Tng Chin Heng Matthew Chua | 2022/5 |
An ensembling architecture incorporating machine learning models and genetic algorithm optimization for forex trading | FinTech | Leonard Kin Yung Loh Hee Kheng Kueh Nirav Janak Parikh Harry Chan Nicholas Jun Hui Ho | 2022/3/27 |
An enhanced self-attention and A2J approach for 3D hand pose estimation | Multimedia Tools and Applications | Mei-Ying Ng Chin-Boon Chng Wai-Kin Koh Chee-Kong Chui Matthew Chin-Heng Chua | 2022/12 |
From the Editor-in-Chief of RIMA | Research on Intelligent Manufacturing and Assembly | Matthew Chin Heng Chua | 2022/2/24 |
Improved prediction model of protein and peptide toxicity by integrating channel attention into a convolutional neural network and gated recurrent units | ACS omega | Zhengyun Zhao Jingyu Gui Anqi Yao Nguyen Quoc Khanh Le Matthew Chin Heng Chua | 2022/10/27 |
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 … | Resuscitation | Xiang Yi Wong Yu Kai Ang Keqi Li Yip Han Chin Sean Shao Wei Lam | 2022/1/1 |
Bone age assessment and sex determination using transfer learning | Expert Systems with Applications | Quang H Nguyen Binh P Nguyen Minh T Nguyen Matthew CH Chua Trang TT Do | 2022/8/15 |
Heart disease classification using novel heterogeneous ensemble | Khang Nguyen Jerome Wei Yang Lim Kuo Ping Lee Terry Lin Jing Tian | 2021/7/27 | |
Classification of Parkinson’s Disease-Associated Gait Patterns | Khang Nguyen Jeff Gan Ming Rui Binh P Nguyen Matthew Chin Heng Chua Youheng Ou Yang | 2021 | |
A theory-based, multidisciplinary approach to cocreate a patient-centric digital solution to enhance perioperative health outcomes among colorectal cancer patients and their … | Journal of Medical Internet Research | Su Wei Wan Choon Seng Chong Ee-Lin Toh Siew Hoon Lim Carol TT Loi | 2021/12/7 |
Improving 3D Hand Pose Estimation with Synthetic RGB Image Enhancement Using RetinexNet and Dehazing | Alysa Tan Bryan Kwek Kenneth Anthony Vivian Teh Yifan Yang | 2021/6/17 | |
Classification of gait patterns using overlapping time displacement of batchwise video subclips | Khang Nguyen Jiawei Chee Chong Wee Soh Ngoc-Son Hoang Jeong-Hoon Lim | 2021 | |
CPS-based manufacturing workcell for the production of hybrid medical devices | Journal of Ambient Intelligence and Humanized Computing | Nicholas Ho Pooi-Mun Wong Ngoc-Son Hoang Dun-Kai Koh Matthew Chin Heng Chua | 2021/12 |
Hybrid convolutional neural network ensemble for activity recognition in mobile phones | Soft Computing for Biomedical Applications and Related Topics | Jyh-Huah Chan Hui-Juin Lim Ngoc-Son Hoang Jeong-Hoon Lim Khang Nguyen | 2021 |
Co-Authors
