Open AccessEnabling Early Obstructive Sleep Apnea Diagnosis With Machine Learning: Systematic Review
Author(s) -
Daniela Ferreira-Santos,
Pedro Amorim,
Tiago Silva Martins,
Matilde MonteiroSoares,
Pedro Pereira Rodrigues
Publication year - 2022
Publication title -
jmir. journal of medical internet research/journal of medical internet research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.446
H-Index - 142
eISSN - 1439-4456
pISSN - 1438-8871
DOI - 10.2196/39452
Subject(s) - machine learning , artificial intelligence , random forest , receiver operating characteristic , decision tree , polysomnography , support vector machine , epworth sleepiness scale , logistic regression , computer science , naive bayes classifier , linear discriminant analysis , obstructive sleep apnea , medicine , apnea