Publications and Talks

https://sleepmeeting.org/abstract-supplement/

Computational Phenotyping In CPAP Therapy: Using Interpretable Physiology‑Based Machine Learning Models To Predict Therapeutic CPAP Pressures

June 8, 2019
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https://sleepmeeting.org/abstract-supplement/

Using Novel EEG Phenotypes and Artificial Intelligence to Estimate OSA Severity

June 8, 2019
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http://www.sleepmeeting.org/

"A Cross-Validation Approach to Inter-scorer Reliability Assessment”

June 3, 2018
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http://www.sleepmeeting.org/

"Computational Phenotyping In Polysomnography: Using Interpretable Physiology-Based Machine Learning Models To Predict Health Outcomes"

June 3, 2017
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http://iopscience.iop.org/article/10.1088/1361-6579/aa6ec6

"Sleep apnea: a review of diagnostic sensors, algorithms, and therapies"

April 12, 2017
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http://www.jmbe.org.tw/

"A modeling study on inspired CO2 rebreathing device for sleep apnea treatment by means of CFD analysis and experiment"

December 13, 2016
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http://www.bmes.org/4dcgi/indexc.html

"Study on CO2 Rebreathing Device for Sleep Apnea Treatment by Means of CFD Analysis and Experiment"

October 8, 2016
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http://embc.embs.org/2016/

"Sleep Scoring Automation Via Large Scale Machine Learning"

August 16, 2016
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http://www.embs.org/awards-young-professionals-embc-2016/

NSF Award: Young Professionals Contributing to Smart & Connected Health

July 29, 2016
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http://www.sleepmeeting.org/

SLEEP 2016 Annual Meeting

June 11, 2016
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"NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning"

December 9, 2015
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http://cpcp.wisc.edu/

"Leveraging Supervised, Active, and Deep Machine Learning Methods for Sleep Scoring Automation and Personalization"

December 8, 2015
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