Learning Hierarchical Representations of Electronic Health Records for
Clinical Outcome Prediction

Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction

20 March 2019

Jian Tang

Papers citing "Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction"

5 / 5 papers shown

Title
Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies F. Xie Han Yuan Yilin Ning M. Ong Mengling Feng Wynne Hsu B. Chakraborty Nan Liu 32 84 0 21 Jul 2021
Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review Yuqi Si Jingcheng Du Zhao Li Xiaoqian Jiang T. Miller Fei Wang W. J. Zheng Kirk Roberts OOD 21 154 0 06 Oct 2020
A Dynamic Deep Neural Network For Multimodal Clinical Data Analysis Maria Hügle Gabriel Kalweit T. Huegle Joschka Boedecker BDL 19 20 0 14 Aug 2020
Predictive Multi-level Patient Representations from Electronic Health Records Zichang Wang Haoran Li Luchen Liu Haoxian Wu Ming Zhang 16 4 0 12 Nov 2019
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 246 1,902 0 06 Jun 2016