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Sleep Apnea and Respiratory Anomaly Detection from a Wearable Band and Oxygen Saturation

Feb 24, 2021
Wolfgang Ganglberger, Abigail A. Bucklin, Ryan A. Tesh, Madalena Da Silva Cardoso, Haoqi Sun, Michael J. Leone, Luis Paixao, Ezhil Panneerselvam, Elissa M. Ye, B. Taylor Thompson, Oluwaseun Akeju, David Kuller, Robert J. Thomas, M. Brandon Westover

* Co-First Authors: Wolfgang Ganglberger, Abigail A. Bucklin Co-Senior Authors: Robert J. Thomas, M. Brandon Westover 

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Automated Respiratory Event Detection Using Deep Neural Networks

Jan 12, 2021
Thijs E Nassi, Wolfgang Ganglberger, Haoqi Sun, Abigail A Bucklin, Siddharth Biswal, Michel J A M van Putten, Robert J Thomas, M Brandon Westover

* 11 pages, 6 figures, 6 tables, \c{opyright}2020 IEEE 

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Natural Language Processing to Detect Cognitive Concerns in Electronic Health Records Using Deep Learning

Nov 12, 2020
Zhuoqiao Hong, Colin G. Magdamo, Yi-han Sheu, Prathamesh Mohite, Ayush Noori, Elissa M. Ye, Wendong Ge, Haoqi Sun, Laura Brenner, Gregory Robbins, Shibani Mukerji, Sahar Zafar, Nicole Benson, Lidia Moura, John Hsu, Bradley T. Hyman, Michael B. Westover, Deborah Blacker, Sudeshna Das

* Machine Learning for Health (ML4H) at NeurIPS 2020 - Extended Abstract 

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HAMLET: Interpretable Human And Machine co-LEarning Technique

Aug 21, 2018
Olivier Deiss, Siddharth Biswal, Jing Jin, Haoqi Sun, M. Brandon Westover, Jimeng Sun

* Removed KDD template 

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SLEEPNET: Automated Sleep Staging System via Deep Learning

Jul 26, 2017
Siddharth Biswal, Joshua Kulas, Haoqi Sun, Balaji Goparaju, M Brandon Westover, Matt T Bianchi, Jimeng Sun

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