RETAIN: An Interpretable Predictive Model for Healthcare using Reverse
Time Attention Mechanism

RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism

19 August 2016

Joshua A. Kulas

Walter F. Stewart

Jimeng Sun

Papers citing "RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism"

10 / 360 papers shown

Title
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records Bum Chul Kwon Min-Je Choi J. Kim Edward Choi Young Bin Kim Soonwook Kwon Jimeng Sun Jaegul Choo 36 251 0 28 May 2018
Uncertainty-Aware Attention for Reliable Interpretation and Prediction Jay Heo Haebeom Lee Saehoon Kim Juho Lee Kwang Joon Kim Eunho Yang Sung Ju Hwang OOD 17 87 0 24 May 2018
HeteroMed: Heterogeneous Information Network for Medical Diagnosis Anahita Hosseini Ting-Li Chen Wenjun Wu Yizhou Sun Majid Sarrafzadeh 19 50 0 22 Apr 2018
Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction Luchen Liu Jianhao Shen Ming Zhang Zichang Wang Jian Tang 21 44 0 13 Mar 2018
Highrisk Prediction from Electronic Medical Records via Deep Attention Networks You Jin Kim Yun-Geun Lee Jeong-Whun Kim Jin Joo Park Borim Ryu Jung-Woo Ha 41 21 0 30 Nov 2017
Clinical Intervention Prediction and Understanding using Deep Networks Harini Suresh Nathan Hunt Alistair E. W. Johnson Leo Anthony Celi Peter Szolovits Marzyeh Ghassemi OOD 33 131 0 23 May 2017
Position-based Content Attention for Time Series Forecasting with Sequence-to-sequence RNNs Yagmur Gizem Cinar Hamid Mirisaee Parantapa Goswami Éric Gaussier Ali Aït-Bachir V. Strijov AIMat AI4TS 21 74 0 29 Mar 2017
Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks Shuai Xiao Junchi Yan Mehrdad Farajtabar Le Song Xiaokang Yang H. Zha AI4TS 26 44 0 24 Mar 2017
Multitask learning and benchmarking with clinical time series data Hrayr Harutyunyan Hrant Khachatrian David C. Kale Greg Ver Steeg Aram Galstyan OOD AI4TS 56 858 0 22 Mar 2017
Condensed Memory Networks for Clinical Diagnostic Inferencing Aaditya (Adi) Prakash Siyuan Zhao Sadid A. Hasan Vivek Datla Kathy Lee Ashequl Qadir Joey Liu Oladimeji Farri 22 102 0 06 Dec 2016