Research

Uncovering Gut Microbiome Contributions to Irritable Bowel Syndrome Using Causality-Aware Explainable AI

Woon Yee Ng*, Li Rong Wang, Siyuan Liu, Xiaoyin Bai, Sunny H. Wong, Joseph J.Y. Sung, Xiuyi Fan

📌 (In Review) Journal of Biomedical and Health Informatics Special Issues 2025

💻 Code

Causal SHAP: Feature Attribution with Dependency Awareness through Causal Discovery

Woon Yee Ng*, Li Rong Wang, Siyuan Liu, and Xiuyi Fan

📌 International Joint Conference on Neural Networks (IJCNN), Italy, 2025

📄 Paper 💻 Code

Establishing the foundations for a data-centric AI approach for virtual drug screening through a systematic assessment of the properties of chemical data

Allen Chong*, Ser-Xian Phua, Yunzhi Xiao, Woon Yee Ng, Hoi Yeung Li, Wilson Wen Bin Goh

📌 eLife Journal, 2024

📄 Paper