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Diagnostic Performance of Machine Learning-Derived OSA Prediction Tools in Large Clinical and Community-Based Samples

Steven Holfinger, M. Melanie Lyons, Brendan T Keenan, Diego R. Mazzotti, Jesse Mindel, Greg Maislin, Peter A. Cistulli, Kate Sutherland, Nigel McArdle, Bhajan Singh, Ning‐Hung Chen, Þórarinn Gíslason, Thomas Penzel, Fang Han, Qing Yun Li, Richard J. Schwab, Allan I Pack, Ulysses J. Magalang

2021CHEST Journal40 citationsDOIOpen Access PDF

Topics & Concepts

Machine learningLogistic regressionArtificial intelligenceRandom forestSupport vector machineReceiver operating characteristicMedicineArtificial neural networkSleep apneaComputer scienceInternal medicineObstructive Sleep Apnea ResearchSleep and related disordersCardiovascular and Diving-Related Complications
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