Matthew Chin Heng Chua

25 papers B 2Journal 17Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A unified graph-based approach for protein function prediction using AlphaFold structures and sequence features. Comput. Biol. Chem. Thi-Tuyen Nguyen, Wenqing Zheng, Van-Nui Nguyen, Nguyen Quoc Khanh Le, Matthew Chin Heng Chua
2026	J	`jnl`	Struct2GO-Enhanced: Multimodal Graph Attention Improves Protein Function Prediction. J. Chem. Inf. Model. Zihan Shi, Thanh-Hoang Nguyen-Vo, Nguyen Quoc Khanh Le, Matthew Chin Heng Chua
2025	J	`jnl`	AI-driven multi-modal framework for prognostic modeling in glioblastoma: Enhancing clinical decision support. Comput. Medical Imaging Graph. Zihan Zhao, Nguyen Quoc Khanh Le, Matthew Chin Heng Chua
2023	J	`jnl`	Action recognition using multi-directional projected depth motion maps. J. Ambient Intell. Humaniz. Comput. Sowndarya Satyamurthi, Jing Tian, Matthew Chin Heng Chua
2023	J	`jnl`	Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting. J. Am. Medical Informatics Assoc. Ryan Shea Ying Cong Tan, Qian Lin, Guat Hwa Low, Ruixi Lin, Tzer Chew Goh, Christopher Chu En Chang, Fung Fung Lee, Wei Yin Chan, Wei Chong Tan, Han Jieh Tey, Fun Loon Leong, Hong Qi Tan, Wen Long Nei, Wen Yee Chay, David Wai Meng Tai, Gillianne Geet Yi Lai, Lionel Tim-Ee Cheng, Fuh Yong Wong, Matthew Chin Heng Chua, Melvin Lee Kiang Chua, Daniel Shao-Weng Tan, Choon Hua Thng, Iain Bee Huat Tan, Hwee Tou Ng
2023	J	`jnl`	Prediction of anticancer peptides based on an ensemble model of deep learning and machine learning using ordinal positional encoding. Briefings Bioinform. Qitong Yuan, Keyi Chen, Yimin Yu, Nguyen-Quoc-Khanh Le, Matthew Chin Heng Chua
2022	J	`jnl`	An enhanced self-attention and A2J approach for 3D hand pose estimation. Multim. Tools Appl. Mei-Ying Ng, Chin-Boon Chng, Wai-Kin Koh, Chee-Kong Chui, Matthew Chin Heng Chua
2022	J	`jnl`	Predicting Antimalarial Activity in Natural Products Using Pretrained Bidirectional Encoder Representations from Transformers. J. Chem. Inf. Model. Thanh-Hoang Nguyen-Vo, Quang H. Trinh, Loc Nguyen, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen
2021	J	`jnl`	Aerial filming with synchronized drones using reinforcement learning. Multim. Tools Appl. Kenneth C. W. Goh, Raymond B. C. Ng, Yoke-Keong Wong, Nicholas J. H. Ho, Matthew Chin Heng Chua
2021	J	`jnl`	CPS-based manufacturing workcell for the production of hybrid medical devices. J. Ambient Intell. Humaniz. Comput. Nicholas Ho, Pooi-Mun Wong, Ngoc Son Hoang, Dun-Kai Koh, Matthew Chin Heng Chua, Chee-Kong Chui
2021	—	`conf`	Heart Disease Classification using Novel Heterogeneous Ensemble. BHI Khang Nguyen, Jerome Wei Yang Lim, Kuo Ping Lee, Terry Lin, Jing Tian, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen
2021	J	`jnl`	Robo-advisor using genetic algorithm and BERT sentiments from tweets for hybrid portfolio optimisation. Expert Syst. Appl. Edmund Kwong Wei Leow, Binh P. Nguyen, Matthew Chin Heng Chua
2020	B	`conf`	Automated Grading in Diabetic Retinopathy Using Image Processing and Modified EfficientNet. ICCCI Hung N. Pham, Renjie Tan, Yu Tian Cai, Shahril Mustafa, Ngan Chong Yeo, Hui Juin Lim, Trang T. T. Do, Binh P. Nguyen, Matthew Chin Heng Chua
2020	—	`conf`	Diabetic Retinopathy Detection using Deep Learning. ICMLSC Quang H. Nguyen, Ramasamy Muthuraman, Laxman Singh, Gopa Sen, Anh Cuong Tran, Binh P. Nguyen, Matthew Chin Heng Chua
2020	J	`jnl`	Gait identification using a new time-warped similarity metric based on smartphone inertial signals. J. Ambient Intell. Humaniz. Comput. Sougata Deb, Youheng Ou Yang, Matthew Chin Heng Chua, Jing Tian
2020	J	`jnl`	Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments. CoRR Balagopal Unnikrishnan, Pranshu Ranjan Singh, XuLei Yang, Matthew Chin Heng Chua
2019	J	`jnl`	An image-text consistency driven multimodal sentiment analysis approach for social media. Inf. Process. Manag. Ziyuan Zhao, Huiying Zhu, Zehao Xue, Zhao Liu, Jing Tian, Matthew Chin Heng Chua, Maofu Liu
2019	B	`conf`	BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading. ICIP Ziyuan Zhao, Kerui Zhang, Xuejie Hao, Jing Tian, Matthew Chin Heng Chua, Li Chen, Xin Xu
2019	J	`jnl`	BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading. CoRR Ziyuan Zhao, Kerui Zhang, Xuejie Hao, Jing Tian, Matthew Chin Heng Chua, Li Chen, Xin Xu
2019	—	`conf`	Deep Learning Models for Tuberculosis Detection from Chest X-ray Images. ICT Quang H. Nguyen, Binh P. Nguyen, Son Duy Dao, Balagopal Unnikrishnan, Rajan Dhingra, Savitha Rani Ravichandran, Sravani Satpathy, Nirmal Raja Palaparthi, Matthew Chin Heng Chua
2019	—	`conf`	Development of Wearable Gait Assistive Device Using Recurrent Neural Network. SII Shi Yuan Tang, Ngoc Son Hoang, Chee-Kong Chui, Jeong Hoon Lim, Matthew Chin Heng Chua
2019	J	`jnl`	Facial expression classification using salient pattern driven integrated geometric and textual features. Multim. Tools Appl. Ruiqi Li, Jing Tian, Matthew Chin Heng Chua
2017	J	`jnl`	Propulsion-Based Soft Robotic Actuation. Robotics Matthew Chin Heng Chua, Raye Chen Hua Yeow
2016	—	`conf`	Design and development of an integrated health (i-health) monitoring watch. SII Matthew Chin Heng Chua
2016	—	`conf`	Design and evaluation of Rheumatoid Arthritis rehabilitative Device (RARD) for laterally bent fingers. BioRob Matthew Chin Heng Chua, Lim Jeong Hoon, Raye Chen Hua Yeow