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Diagnostic Performance of Machine Learning-Derived OSA Prediction Tools in Large Clinical and Community-Based Samples.
Holfinger, Steven J; Lyons, M Melanie; Keenan, Brendan T; Mazzotti, Diego R; Mindel, Jesse; Maislin, Greg; Cistulli, Peter A; Sutherland, Kate; McArdle, Nigel; Singh, Bhajan; Chen, Ning-Hung; Gislason, Thorarinn; Penzel, Thomas; Han, Fang; Li, Qing Yun; Schwab, Richard; Pack, Allan I; Magalang, Ulysses J.
Affiliation
  • Holfinger SJ; Division of Pulmonary, Critical Care, and Sleep Medicine, The Ohio State University Wexner Medical Center, Columbus, OH. Electronic address: Steven.Holfinger@osumc.edu.
  • Lyons MM; Division of Pulmonary, Critical Care, and Sleep Medicine, The Ohio State University Wexner Medical Center, Columbus, OH.
  • Keenan BT; Division of Sleep Medicine, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
  • Mazzotti DR; Division of Medical Informatics, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, KS.
  • Mindel J; Division of Pulmonary, Critical Care, and Sleep Medicine, The Ohio State University Wexner Medical Center, Columbus, OH.
  • Maislin G; Division of Sleep Medicine, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
  • Cistulli PA; Charles Perkins Centre, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia; Department of Respiratory and Sleep Medicine, Royal North Shore Hospital Sydney, Sydney, NSW, Australia.
  • Sutherland K; Charles Perkins Centre, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia; Department of Respiratory and Sleep Medicine, Royal North Shore Hospital Sydney, Sydney, NSW, Australia.
  • McArdle N; West Australian Sleep Disorders Research Institute, Sir Charles Gairdner Hospital, Nedlands, WA, Australia; School of Human Sciences, University of Western Australia, Crawley, WA, Australia.
  • Singh B; West Australian Sleep Disorders Research Institute, Sir Charles Gairdner Hospital, Nedlands, WA, Australia; School of Human Sciences, University of Western Australia, Crawley, WA, Australia.
  • Chen NH; Division of Pulmonary, Critical Care Medicine and Sleep Medicine, Chang Gung Memorial Hospital, Taoyuan City, Taiwan.
  • Gislason T; Department of Sleep Medicine, Landspitali University Hospital, Reykjavik, Iceland; Medical Faculty, University of Iceland, Reykjavik, Iceland.
  • Penzel T; Interdisciplinary Center of Sleep Medicine, Charité University Hospital, Berlin, Germany.
  • Han F; Department of Respiratory Medicine, Peking University, Beijing, China.
  • Li QY; Department of Respiratory and Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
  • Schwab R; Division of Sleep Medicine, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
  • Pack AI; Division of Sleep Medicine, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
  • Magalang UJ; Division of Pulmonary, Critical Care, and Sleep Medicine, The Ohio State University Wexner Medical Center, Columbus, OH.
Chest ; 161(3): 807-817, 2022 03.
Article in En | MEDLINE | ID: mdl-34717928
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Sleep Apnea, Obstructive Type of study: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Chest Year: 2022 Document type: Article Country of publication: Estados Unidos
Fulltext
Add to My VHL
Print
XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Sleep Apnea, Obstructive Type of study: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: Chest Year: 2022 Document type: Article Country of publication: Estados Unidos