Comparing deep neural network and other machine learning algorithms for stroke prediction in a large-scale population-based electronic medical claims database. - Chen-Ying Hung; Wei-Chen Chen; Po-Tsun Lai; Ching-Heng Lin; Chi-Chun Lee (EMBC, 2017)

Improving Young Stroke Prediction by Learning with Active Data Augmenter in a Large-Scale Electronic Medical Claims Database. - Chen-Ying Hung; Ching-Heng Lin; Chi-Chun Lee (EMBC, 2018)

Predicting Gastrointestinal Bleeding Events from Multimodal In-Hospital Electronic Health Records Using Deep Fusion Networks. - Chen-Ying Hung; Ching-Heng Lin; Chi-Sen Chang; Jeng-Lin Li; Chi-Chun Lee (EMBC, 2019)

Deriving A Novel Health Index Using A Large-Scale Population Based Electronic Health Record With Deep Networks. - Chen-Ying Hung; Huan-Yu Chen; Lawrence J. K. Wee; Ching-Heng Lin; Chi-Chun Lee (EMBC, 2020)