9 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 9 cited
Simple Recurrent Neural Networks is all we need for clinical events predictions using EHR data
Laila Rasmy, Jie Zhu, Zhiheng Li +7
Recently, there is great interest to investigate the application of deep learning models for the prediction of clinical events using electronic health records (EHR) data. In EHR da…
cs.LG2019★ 3 cited
Early Prediction of 30-day ICU Re-admissions Using Natural Language Processing and Machine Learning
Zhiheng Li, Xinyue Xing, Bingzhang Lu +1
ICU readmission is associated with longer hospitalization, mortality and adverse outcomes. An early recognition of ICU re-admission can help prevent patients from worse situation a…