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SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models


Mar 05, 2021
Zhen Lin, Cao Xiao, Lucas Glass, M. Brandon Westover, Jimeng Sun


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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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CLARA: Clinical Report Auto-completion


Mar 04, 2020
Siddharth Biswal, Cao Xiao, Lucas M. Glass, M. Brandon Westover, Jimeng Sun


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SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules


Oct 14, 2019
Irfan Al-Hussaini, Cao Xiao, M. Brandon Westover, Jimeng Sun

* Machine Learning for Healthcare Conference (MLHC) 2019. Proceedings of Machine Learning Research 106 

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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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Achievable Rates for Pattern Recognition


Sep 08, 2005
M. Brandon Westover, Joseph A. O'Sullivan


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