Matthew Chua

According to our database, Matthew Chua authored at least 30 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting.

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

J. Am. Medical Informatics Assoc., September, 2023

Prediction of anticancer peptides based on an ensemble model of deep learning and machine learning using ordinal positional encoding.

Qitong Yuan, Keyi Chen, Yimin Yu, Nguyen-Quoc-Khanh Le, Matthew Chin Heng Chua

Briefings Bioinform., January, 2023

Action recognition using multi-directional projected depth motion maps.

Sowndarya Satyamurthi, Jing Tian, Matthew Chin Heng Chua

J. Ambient Intell. Humaniz. Comput., 2023

2022

An enhanced self-attention and A2J approach for 3D hand pose estimation.

Mei-Ying Ng, Chin-Boon Chng, Wai-Kin Koh, Chee-Kong Chui, Matthew Chin Heng Chua

Multim. Tools Appl., 2022

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

Thanh-Hoang Nguyen-Vo, Quang H. Trinh, Loc Nguyen, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen

J. Chem. Inf. Model., 2022

Bone age assessment and sex determination using transfer learning.

Quang H. Nguyen, Binh P. Nguyen, Minh T. Nguyen, Matthew Chua, Trang T. T. Do, Nhung Nghiem

Expert Syst. Appl., 2022

2021

Aerial filming with synchronized drones using reinforcement learning.

Kenneth C. W. Goh, Raymond B. C. Ng, Yoke-Keong Wong, Nicholas J. H. Ho, Matthew Chin Heng Chua

Multim. Tools Appl., 2021

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

Nicholas Ho, Pooi-Mun Wong, Ngoc Son Hoang, Dun-Kai Koh, Matthew Chin Heng Chua, Chee-Kong Chui

J. Ambient Intell. Humaniz. Comput., 2021

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

Edmund Kwong Wei Leow, Binh P. Nguyen, Matthew Chin Heng Chua

Expert Syst. Appl., 2021

Heart Disease Classification using Novel Heterogeneous Ensemble.

Khang Nguyen, Jerome Wei Yang Lim, Kuo Ping Lee, Terry Lin, Jing Tian, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

VR and AR in human performance research - An NUS experience.

Jun-Hao Yin, Chin-Boon Chng, Pooi-Mun Wong, Nicholas J. H. Ho, Matthew Chua, Chee-Kong Chui

Virtual Real. Intell. Hardw., 2020

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

Sougata Deb, Youheng Ou Yang, Matthew Chin Heng Chua, Jing Tian

J. Ambient Intell. Humaniz. Comput., 2020

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

Balagopal Unnikrishnan, Pranshu Ranjan Singh, Xulei Yang, Matthew Chin Heng Chua

CoRR, 2020

Diabetic Retinopathy Detection using Deep Learning.

Quang H. Nguyen, Ramasamy Muthuraman, Laxman Singh, Gopa Sen, Anh Cuong Tran, Binh P. Nguyen, Matthew Chin Heng Chua

Proceedings of the ICMLSC 2020: The 4th International Conference on Machine Learning and Soft Computing, 2020

Video-based Skeletal Feature Extraction for Hand Gesture Recognition.

Kim Chwee Lim, Swee Heng Sin, Chien Wei Lee, Weng Khin Chin, Junliang Lin, Khang Nguyen, Quang H. Nguyen, Binh P. Nguyen, Matthew Chua

Proceedings of the ICMLSC 2020: The 4th International Conference on Machine Learning and Soft Computing, 2020

Automated Grading in Diabetic Retinopathy Using Image Processing and Modified EfficientNet.

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

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

2019

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

Ruiqi Li, Jing Tian, Matthew Chin Heng Chua

Multim. Tools Appl., 2019

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

Ziyuan Zhao, Huiying Zhu, Zehao Xue, Zhao Liu, Jing Tian, Matthew Chin Heng Chua, Maofu Liu

Inf. Process. Manag., 2019

Development of Wearable Gait Assistive Device Using Recurrent Neural Network.

Shi Yuan Tang, Ngoc Son Hoang, Chee-Kong Chui, Jeong Hoon Lim, Matthew Chin Heng Chua

Proceedings of the IEEE/SICE International Symposium on System Integration, 2019

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

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

Proceedings of the 26th International Conference on Telecommunications, 2019

BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading.

Ziyuan Zhao, Kerui Zhang, Xuejie Hao, Jing Tian, Matthew Chin Heng Chua, Li Chen, Xin Xu

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Virtual reality training for assembly of hybrid medical devices.

Nicholas J. H. Ho, Pooi-Mun Wong, Matthew Chua, Chee-Kong Chui

Multim. Tools Appl., 2018

CardioXNet: Automated Detection for Cardiomegaly Based on Deep Learning.

Qiwen Que, Ze Tang, Ruoshi Wang, Zeng Zeng, Jie Wang, Matthew Chua, Sin Gee Teo, Xulei Yang, Bharadwaj Veeravalli

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Automated Classification Using End-to-End Deep Learning.

Shobhit Sandeep Jaipurkar, Jie Wang, Zeng Zeng, Sin Gee Teo, Bharadwaj Veeravalli, Matthew Chua

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

Propulsion-Based Soft Robotic Actuation.

Matthew Chin Heng Chua, Raye Chen Hua Yeow

Robotics, 2017

Optimization of cell seeding in a 2D bio-scaffold system using computational models.

Nicholas J. H. Ho, Matthew Chua, Chee-Kong Chui

Comput. Biol. Medicine, 2017

2016

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

Matthew Chin Heng Chua

Proceedings of the 2016 IEEE/SICE International Symposium on System Integration, 2016

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

Matthew Chin Heng Chua, Lim Jeong Hoon, Raye Chen Hua Yeow

Proceedings of the 6th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2016

2015

Computer aided design and experiment of a novel patient-specific carbon nanocomposite voice prosthesis.

Matthew Chua, Chee-Kong Chui, Constance Teo

Comput. Aided Des., 2015

2013

Development of a patient specific artificial tracheal prosthesis: Design, mechanical behavior analysis and manufacturing.

Matthew Chua, Chee-Kong Chui, Bina Rai, David Lau

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013