Temporal Cascade and Structural Modelling of EHRs for Granular
Readmission Prediction

Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction

4 February 2021

Papers citing "Temporal Cascade and Structural Modelling of EHRs for Granular Readmission Prediction"

11 / 11 papers shown

Title
$$\mathtt{MedGraph:}$ Structural and Temporal Representation Learning of Electronic Medical Records$ $\mathtt{MedGraph:}$ Structural and Temporal Representation Learning of Electronic Medical Records B. Hettige Yuan-Fang Li Weiqing Wang Suong Le Wray Buntine 114 18 0 08 Dec 2019
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context Liantao Ma Chaohe Zhang Yasha Wang Wenjie Ruan Jiantao Wang Wen Tang Xinyu Ma Xin Gao Junyi Gao 51 155 0 27 Nov 2019
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer Edward Choi Zhen Xu Yujia Li Michael W. Dusenberry Gerardo Flores Yuan Xue Andrew M. Dai MedIm 65 245 0 11 Jun 2019
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare Edward Choi Cao Xiao Walter F. Stewart Jimeng Sun 145 236 0 22 Oct 2018
Dipole: Diagnosis Prediction in Healthcare via Attention-based Bidirectional Recurrent Neural Networks Fenglong Ma Radha Chitta Jing Zhou Quanzeng You Tong Sun Jing Gao 54 555 0 19 Jun 2017
Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis B. Shickel P. Tighe A. Bihorac Parisa Rashidi BDL 84 1,113 0 12 Jun 2017
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 109 1,244 0 19 Aug 2016
Multi-layer Representation Learning for Medical Concepts Edward Choi M. T. Bahadori Elizabeth Searles Catherine Coffey Jimeng Sun SSL AI4TS 44 506 0 17 Feb 2016
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks Edward Choi M. T. Bahadori A. Schuetz Walter F. Stewart Jimeng Sun 141 1,100 0 18 Nov 2015
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 138 5,330 0 12 Mar 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 369 33,520 0 16 Oct 2013