7 citations · 11 across the 3 of their papers we have counts for
3 papers
cs.LG2025
General Demographic Pre-trained Models for Enhancing Predictive Performance Across Diseases and Population
Li-Chin Chen, Ji-Tian Sheu, Yuh-Jue Chuang
Foundation models for healthcare require balancing robust generalization across heterogeneous clinical populations and disease settings with the architectural simplicity needed for…
cs.LG2021★ 7 cited
Predicting the Travel Distance of Patients to Access Healthcare using Deep Neural Networks
Li-Chin Chen, Ji-Tian Sheu, Yuh-Jue Chuang +1
Objective: Improving geographical access remains a key issue in determining the sufficiency of regional medical resources during health policy design. However, patient choices can…
cs.CY2020★ 4 cited
Using Deep Learning and Explainable Artificial Intelligence in Patients' Choices of Hospital Levels
Lichin Chen, Yu Tsao, Ji-Tian Sheu
In countries that enabled patients to choose their own providers, a common problem is that the patients did not make rational decisions, and hence, fail to use healthcare resources…