A survey of statistical learning techniques as applied to inexpensive pediatric Obstructive Sleep Apnea data. - Emily T. Winn; Marilyn Vazquez; Prachi Loliencar; Kaisa Taipale; Xu Wang; Giseon Heo (CoRR, 2020)

Diagnosis of Pediatric Obstructive Sleep Apnea via Face Shape Analysis. - Milad Kiaee; Adam B. Kashlak; Jisu Kim; Giseon Heo; Prachi Loliencar (IEEE BigData, 2021)

Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology. - Prachi Loliencar; Giseon Heo (Int. J. Approx. Reason., 2022)

Topological Hidden Markov Models. - Adam B. Kashlak; Prachi Loliencar; Giseon Heo (J. Mach. Learn. Res., 2023)