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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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EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders

Dec 18, 2020
Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley Malin, Walter Stewart, Jimeng Sun

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EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision

Jul 10, 2020
Siddharth Biswal, Peiye Zhuang, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Jimeng Sun

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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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CONAN: Complementary Pattern Augmentation for Rare Disease Detection

Nov 26, 2019
Limeng Cui, Siddharth Biswal, Lucas M. Glass, Greg Lever, Jimeng Sun, Cao Xiao

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Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment

Nov 23, 2019
Siddharth Biswal, Cao Xiao, Lucas M. Glass, Elizabeth Milkovits, Jimeng Sun

* Accepted by AAAI 2020 

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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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RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data

Jul 23, 2018
Yanbo Xu, Siddharth Biswal, Shriprasad R Deshpande, Kevin O Maher, Jimeng Sun

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Generating Multi-label Discrete Patient Records using Generative Adversarial Networks

Jan 11, 2018
Edward Choi, Siddharth Biswal, Bradley Malin, Jon Duke, Walter F. Stewart, Jimeng Sun

* Accepted at Machine Learning in Health Care (MLHC) 2017 

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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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