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Topological Hidden Markov Models
The hidden Markov model (HMM) is a classic modeling tool with a wide swath of applications.
Phenotyping OSA: a time series analysis using fuzzy clustering and persistent homology
Sleep apnea is a disorder that has serious consequences for the pediatric population.
A survey of statistical learning techniques as applied to inexpensive pediatric Obstructive Sleep Apnea data
Pediatric obstructive sleep apnea affects an estimated 1-5% of elementary-school aged children and can lead to other detrimental health problems.
Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks
Obstructive sleep apnea is a serious condition causing a litany of health problems especially in the pediatric population.
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