Longitudinal patient stratification of electronic health records with
flexible adjustment for clinical outcomes

Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes

11 November 2021

P. Rockenschaub

Robert Durichen

ArXiv (abs)PDF HTML

Papers citing "Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes"

11 / 11 papers shown

Title
Deep Semi-Supervised Embedded Clustering (DSEC) for Stratification of Heart Failure Patients Oliver Carr Stojan Jovanovic L. Albergante Fernando Andreotti Robert Durichen Nadia Lipunova J. Baxter Rabia T. Khan B. Irving 41 4 0 24 Dec 2020
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression Changhee Lee M. Schaar OOD 52 53 0 15 Jun 2020
Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale Isotta Landi B. Glicksberg Hao-Chih Lee S. Cherng Giulia Landi M. Danieletto J. Dudley Cesare Furlanello Riccardo Miotto 77 153 0 14 Mar 2020
Measuring Patient Similarities via a Deep Architecture with Medical Concept Embedding Zihao Zhu Changchang Yin B. Qian Yu Cheng Jishang Wei Fei Wang 58 118 0 09 Feb 2019
Patient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record Jinghe Zhang Kamran Kowsari James H. Harrison J. Lobo Laura E. Barnes 62 136 0 10 Oct 2018
Deep learning cardiac motion analysis for human survival prediction Ghalib A. Bello T. Dawes Jinming Duan C. Biffi A. de Marvao ... J. Gibbs M. Wilkins S. Cook Daniel Rueckert D. O’Regan MedIm 3DH 48 209 0 08 Oct 2018
Deep Temporal Clustering : Fully Unsupervised Learning of Time-Domain Features N. Madiraju Seid M. Sadat Dimitry Fisher H. Karimabadi AI4TS 52 109 0 04 Feb 2018
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 94 1,117 0 12 Jun 2017
Unsupervised Deep Embedding for Clustering Analysis Junyuan Xie Ross B. Girshick Ali Farhadi SSL 92 2,875 0 19 Nov 2015
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,929 0 20 Dec 2013

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