93 citations · 106 across the 8 of their papers we have counts for
3 papers · 1 filter
Classifying sleep states using persistent homology and Markov chain: a Pilot Study
Sarah Tymochko, Kritika Singhal, Giseon Heo
Obstructive sleep Apnea (OSA) is a form of sleep disordered breathing characterized by frequent episodes of upper airway collapse during sleep. Pediatric OSA occurs in 1-5% of chil…
A survey of statistical learning techniques as applied to inexpensive pediatric Obstructive Sleep Apnea data
Emily T. Winn, Marilyn Vazquez, Prachi Loliencar +3
Pediatric obstructive sleep apnea affects an estimated 1-5% of elementary-school aged children and can lead to other detrimental health problems. Swift diagnosis and treatment are…
Topological Data Analysis of Clostridioides difficile Infection and Fecal Microbiota Transplantation
Pavel Petrov, Stephen T Rush, Zhichun Zhai +3
Computational topologists recently developed a method, called persistent homology to analyze data presented in terms of similarity or dissimilarity. Indeed, persistent homology stu…