Learning Disease Progression Models That Capture Health Disparities

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Learning Disease Progression Models That Capture Health Disparities

20 December 2024

Divya Shanmugam

Ashley N. Beecy

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Papers citing "Learning Disease Progression Models That Capture Health Disparities"

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Title
Domain constraints improve risk prediction when outcome data is missing S. Balachandar Nikhil Garg Emma Pierson CML OOD 81 7 0 06 Dec 2023
Quantifying Spatial Under-reporting Disparities in Resident Crowdsourcing Zhi Liu Uma Bhandaram Nikhil Garg 81 10 0 19 Apr 2022
Quantifying disparities in intimate partner violence: a machine learning method to correct for underreporting Divya Shanmugam Kaihua Hou Emma Pierson 31 12 0 08 Oct 2021
Clustering Interval-Censored Time-Series for Disease Phenotyping Irene Y. Chen Rahul G. Krishnan David Sontag OOD 89 17 0 13 Feb 2021
Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings H. Zhang Amy X. Lu Mohamed Abdalla Matthew B. A. McDermott Marzyeh Ghassemi 80 177 0 11 Mar 2020
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 84 253 0 28 May 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 76 560 0 19 Jun 2017
Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis Ahmed Alaa Scott Hu M. Schaar 65 47 0 15 May 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 142 1,254 0 19 Aug 2016
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks Edward Choi M. T. Bahadori A. Schuetz Walter F. Stewart Jimeng Sun 291 1,106 0 18 Nov 2015
Learning to Diagnose with LSTM Recurrent Neural Networks Zachary Chase Lipton David C. Kale Charles Elkan R. Wetzel 190 1,112 0 11 Nov 2015