Matthew Chin Heng Chua

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 22

Top Topics

Diabetic Retinopathy

Similarity Metric

Textual Features

Top Venues

Multim. Tools Appl.

J. Ambient Intell. Humaniz. Comput.

Publications

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
Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting. J. Am. Medical Informatics Assoc. 30 (10) (2023)
Qitong Yuan, Keyi Chen, Yimin Yu, Nguyen-Quoc-Khanh Le, Matthew Chin Heng Chua
Prediction of anticancer peptides based on an ensemble model of deep learning and machine learning using ordinal positional encoding. Briefings Bioinform. 24 (1) (2023)
Sowndarya Satyamurthi, Jing Tian, Matthew Chin Heng Chua
Action recognition using multi-directional projected depth motion maps. J. Ambient Intell. Humaniz. Comput. 14 (11) (2023)
Mei-Ying Ng, Chin-Boon Chng, Wai-Kin Koh, Chee-Kong Chui, Matthew Chin Heng Chua
An enhanced self-attention and A2J approach for 3D hand pose estimation. Multim. Tools Appl. 81 (29) (2022)
Thanh-Hoang Nguyen-Vo, Quang H. Trinh, Loc Nguyen, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen
Predicting Antimalarial Activity in Natural Products Using Pretrained Bidirectional Encoder Representations from Transformers. J. Chem. Inf. Model. 62 (21) (2022)
Kenneth C. W. Goh, Raymond B. C. Ng, Yoke-Keong Wong, Nicholas J. H. Ho, Matthew Chin Heng Chua
Aerial filming with synchronized drones using reinforcement learning. Multim. Tools Appl. 80 (12) (2021)
Edmund Kwong Wei Leow, Binh P. Nguyen, Matthew Chin Heng Chua
Robo-advisor using genetic algorithm and BERT sentiments from tweets for hybrid portfolio optimisation. Expert Syst. Appl. 179 (2021)
Khang Nguyen, Jerome Wei Yang Lim, Kuo Ping Lee, Terry Lin, Jing Tian, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen
Heart Disease Classification using Novel Heterogeneous Ensemble. BHI (2021)
Nicholas Ho, Pooi-Mun Wong, Ngoc Son Hoang, Dun-Kai Koh, Matthew Chin Heng Chua, Chee-Kong Chui
CPS-based manufacturing workcell for the production of hybrid medical devices. J. Ambient Intell. Humaniz. Comput. 12 (12) (2021)
Quang H. Nguyen, Ramasamy Muthuraman, Laxman Singh, Gopa Sen, Anh Cuong Tran, Binh P. Nguyen, Matthew Chin Heng Chua
Diabetic Retinopathy Detection using Deep Learning. ICMLSC (2020)
Sougata Deb, Youheng Ou Yang, Matthew Chin Heng Chua, Jing Tian
Gait identification using a new time-warped similarity metric based on smartphone inertial signals. J. Ambient Intell. Humaniz. Comput. 11 (10) (2020)
Balagopal Unnikrishnan, Pranshu Ranjan Singh, Xulei Yang, Matthew Chin Heng Chua
Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments. CoRR (2020)
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
Automated Grading in Diabetic Retinopathy Using Image Processing and Modified EfficientNet. ICCCI (2020)
Ruiqi Li, Jing Tian, Matthew Chin Heng Chua
Facial expression classification using salient pattern driven integrated geometric and textual features. Multim. Tools Appl. 78 (20) (2019)
Ziyuan Zhao, Kerui Zhang, Xuejie Hao, Jing Tian, Matthew Chin Heng Chua, Li Chen, Xin Xu
BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading. CoRR (2019)
Ziyuan Zhao, Kerui Zhang, Xuejie Hao, Jing Tian, Matthew Chin Heng Chua, Li Chen, Xin Xu
BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading. ICIP (2019)
Shi Yuan Tang, Ngoc Son Hoang, Chee-Kong Chui, Jeong Hoon Lim, Matthew Chin Heng Chua
Development of Wearable Gait Assistive Device Using Recurrent Neural Network. SII (2019)
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
Deep Learning Models for Tuberculosis Detection from Chest X-ray Images. ICT (2019)
Ziyuan Zhao, Huiying Zhu, Zehao Xue, Zhao Liu, Jing Tian, Matthew Chin Heng Chua, Maofu Liu
An image-text consistency driven multimodal sentiment analysis approach for social media. Inf. Process. Manag. 56 (6) (2019)
Matthew Chin Heng Chua, Raye Chen Hua Yeow
Propulsion-Based Soft Robotic Actuation. Robotics 6 (4) (2017)
Matthew Chin Heng Chua
Design and development of an integrated health (i-health) monitoring watch. SII (2016)
Matthew Chin Heng Chua, Lim Jeong Hoon, Raye Chen Hua Yeow
Design and evaluation of Rheumatoid Arthritis rehabilitative Device (RARD) for laterally bent fingers. BioRob (2016)