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Medical device surveillance with electronic health records



Alison Callahan , Jason A Fries , Christopher Ré , James I Huddleston III , Nicholas J Giori , Scott Delp , Nigam H Shah


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Artificial Intelligence for Prosthetics - challenge solutions



Łukasz Kidziński , Carmichael Ong , Sharada Prasanna Mohanty , Jennifer Hicks , Sean F. Carroll , Bo Zhou , Hongsheng Zeng , Fan Wang , Rongzhong Lian , Hao Tian , Wojciech Jaśkowski , Garrett Andersen , Odd Rune Lykkebø , Nihat Engin Toklu , Pranav Shyam , Rupesh Kumar Srivastava , Sergey Kolesnikov , Oleksii Hrinchuk , Anton Pechenko , Mattias Ljungström , Zhen Wang , Xu Hu , Zehong Hu , Minghui Qiu , Jun Huang , Aleksei Shpilman , Ivan Sosin , Oleg Svidchenko , Aleksandra Malysheva , Daniel Kudenko , Lance Rane , Aditya Bhatt , Zhengfei Wang , Penghui Qi , Zeyang Yu , Peng Peng , Quan Yuan , Wenxin Li , Yunsheng Tian , Ruihan Yang , Pingchuan Ma , Shauharda Khadka , Somdeb Majumdar , Zach Dwiel , Yinyin Liu , Evren Tumer , Jeremy Watson , Marcel Salathé , Sergey Levine , Scott Delp


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Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments



Łukasz Kidziński , Sharada Prasanna Mohanty , Carmichael Ong , Zhewei Huang , Shuchang Zhou , Anton Pechenko , Adam Stelmaszczyk , Piotr Jarosik , Mikhail Pavlov , Sergey Kolesnikov , Sergey Plis , Zhibo Chen , Zhizheng Zhang , Jiale Chen , Jun Shi , Zhuobin Zheng , Chun Yuan , Zhihui Lin , Henryk Michalewski , Piotr Miłoś , Błażej Osiński , Andrew Melnik , Malte Schilling , Helge Ritter , Sean Carroll , Jennifer Hicks , Sergey Levine , Marcel Salathé , Scott Delp

* 27 pages, 17 figures 

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ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information



Madalina Fiterau , Suvrat Bhooshan , Jason Fries , Charles Bournhonesque , Jennifer Hicks , Eni Halilaj , Christopher Ré , Scott Delp

* Manuscript under review for the Machine Learning in Healthcare Conference, 2017 (www.mucmd.org). 15 pages, 4 figures, 3 tables 

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