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Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review


Jul 07, 2021
Irene Li , Jessica Pan , Jeremy Goldwasser , Neha Verma , Wai Pan Wong , Muhammed Yavuz Nuzumlalı , Benjamin Rosand , Yixin Li , Matthew Zhang , David Chang , R. Andrew Taylor , Harlan M. Krumholz , Dragomir Radev

* 33 pages, 11 figures 

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Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks


Jul 24, 2020
Lida Zhang , Nathan C. Hurley , Bassem Ibrahim , Erica Spatz , Harlan M. Krumholz , Roozbeh Jafari , Bobak J. Mortazavi

* Published at MLHC 2020 

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A Survey of Challenges and Opportunities in Sensing and Analytics for Cardiovascular Disorders


Aug 12, 2019
Nathan C. Hurley , Erica S. Spatz , Harlan M. Krumholz , Roozbeh Jafari , Bobak J. Mortazavi

* 32 pages, 3 figures, to be submitted to ACM Transactions on Computing for Healthcare (HEALTH), Special Issue on Wearable Technologies for Smart Health 2019 

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People Mover's Distance: Class level geometry using fast pairwise data adaptive transportation costs


Jul 03, 2017
Alexander Cloninger , Brita Roy , Carley Riley , Harlan M. Krumholz


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Bigeometric Organization of Deep Nets


Jul 01, 2015
Alexander Cloninger , Ronald R. Coifman , Nicholas Downing , Harlan M. Krumholz


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