Ngiap Chuan Tan

According to our database, Ngiap Chuan Tan authored at least 8 papers between 2020 and 2023.

Collaborative distances:

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

2023

Deep learning algorithms to detect diabetic kidney disease from retinal photographs in multiethnic populations with diabetes.

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

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

Using similar patients to predict complication in patients with diabetes, hypertension, and lipid disorder: a domain knowledge-infused convolutional neural network approach.

Ronald Wihal Oei, Wynne Hsu, Mong-Li Lee, Ngiap Chuan Tan

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

REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling.

Suman Bhoi, Mong-Li Lee, Wynne Hsu, Ngiap Chuan Tan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Personalizing Medication Recommendation with a Graph-Based Approach.

Suman Bhoi, Mong-Li Lee, Wynne Hsu, Andrew Hao Sen Fang, Ngiap Chuan Tan

ACM Trans. Inf. Syst., 2022

Chronic Disease Management with Personalized Lab Test Response Prediction.

Suman Bhoi, Mong-Li Lee, Wynne Hsu, Andrew Hao Sen Fang, Ngiap Chuan Tan

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Development of a decision aid to support colorectal cancer screening: perspectives of Asians in an endemic urban community - a qualitative research study.

Sok Wei Julia Yuen, Tsang Yew Tay, Ning Gao, Nian Qin Tho, Ngiap Chuan Tan

BMC Medical Informatics Decis. Mak., 2021

Patient similarity analytics for explainable clinical risk prediction.

Andrew Hao Sen Fang, Ngiap Chuan Tan, Wei Ying Tan, Ronald Wihal Oei, Mong-Li Lee, Wynne Hsu

BMC Medical Informatics Decis. Mak., 2021

2020

Assessment of willingness to Tele-monitoring interventions in patients with type 2 diabetes and/or hypertension in the public primary healthcare setting.

David Yang Ern Sin, Xiaoxuan Guo, Dayna Wei Wei Yong, Tian Yu Qiu, Peter Kirm Seng Moey, Falk Müller-Riemenschneider, Ngiap Chuan Tan

BMC Medical Informatics Decis. Mak., 2020