Ngiap Chuan Tan

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Convolutional Neural Network

Chronic Disease

Top Venues

BMC Medical Informatics Decis. Mak.

J. Am. Medical Informatics Assoc.

ACM Trans. Inf. Syst.

Publications

Bjorn Kaijun Betzler, Evelyn Chee, Feng He, Cynthia Ciwei Lim, Jinyi Ho, Haslina Hamzah, Ngiap Chuan Tan, Gerald Liew, Gareth J. McKay, Ruth E. Hogg, Ian S. Young, Ching-Yu Cheng, Su Chi Lim, Aaron Y. Lee, Tien Yin Wong, Mong-Li Lee, Wynne Hsu, Gavin Siew Wei Tan, Charumathi Sabanayagam
Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes. J. Am. Medical Informatics Assoc. 30 (12) (2023)
Ronald Wihal Oei, Wynne Hsu, Mong-Li Lee, Ngiap Chuan Tan
Using similar patients to predict complication in patients with diabetes, hypertension, and lipid disorder: a domain knowledge-infused convolutional neural network approach. J. Am. Medical Informatics Assoc. 30 (2) (2023)
Suman Bhoi, Mong-Li Lee, Wynne Hsu, Ngiap Chuan Tan
REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling. NeurIPS (2023)
Suman Bhoi, Mong-Li Lee, Wynne Hsu, Andrew Hao Sen Fang, Ngiap Chuan Tan
Chronic Disease Management with Personalized Lab Test Response Prediction. IJCAI (2022)
Suman Bhoi, Mong-Li Lee, Wynne Hsu, Andrew Hao Sen Fang, Ngiap Chuan Tan
Personalizing Medication Recommendation with a Graph-Based Approach. ACM Trans. Inf. Syst. 40 (3) (2022)
Andrew Hao Sen Fang, Ngiap Chuan Tan, Wei Ying Tan, Ronald Wihal Oei, Mong-Li Lee, Wynne Hsu
Patient similarity analytics for explainable clinical risk prediction. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Sok Wei Julia Yuen, Tsang Yew Tay, Ning Gao, Nian Qin Tho, Ngiap Chuan Tan
Development of a decision aid to support colorectal cancer screening: perspectives of Asians in an endemic urban community - a qualitative research study. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
David Yang Ern Sin, Xiaoxuan Guo, Dayna Wei Wei Yong, Tian Yu Qiu, Peter Kirm Seng Moey, Falk Müller-Riemenschneider, Ngiap Chuan Tan
Assessment of willingness to Tele-monitoring interventions in patients with type 2 diabetes and/or hypertension in the public primary healthcare setting. BMC Medical Informatics Decis. Mak. 20 (1) (2020)