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Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology

Apr 27, 2021
Prachi Loliencar, Giseon Heo

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A survey of statistical learning techniques as applied to inexpensive pediatric Obstructive Sleep Apnea data

Feb 21, 2020
Emily T. Winn, Marilyn Vazquez, Prachi Loliencar, Kaisa Taipale, Xu Wang, Giseon Heo

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Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks

Oct 26, 2019
Milad Kiaee, Adam B Kashlak, Jisu Kim, Giseon Heo

* 23 pages, 9 figures 

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