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Machine learning and geometric morphometrics to predict obstructive sleep apnea from 3D craniofacial scans.
Monna, Fabrice; Ben Messaoud, Raoua; Navarro, Nicolas; Baillieul, Sébastien; Sanchez, Lionel; Loiodice, Corinne; Tamisier, Renaud; Joyeux-Faure, Marie; Pépin, Jean-Louis.
Afiliação
  • Monna F; ARTEHIS, UMR CNRS 6298, Université de Bourgogne Franche-Comté, 6 boulevard Gabriel, Bât. Gabriel, F-21000, Dijon, France.
  • Ben Messaoud R; HP2 Laboratory, Inserm U1300, Grenoble Alpes University, Grenoble, France.
  • Navarro N; Biogéosciences UMR CNRS 6282, Université de Bourgogne Franche-Comté, 6, boulevard Gabriel, Bat. Gabriel, F-21000, Dijon, France; EPHE, PSL University, 4-14 rue Ferrus, F-75014, Paris, France.
  • Baillieul S; HP2 Laboratory, Inserm U1300, Grenoble Alpes University, Grenoble, France; EFCR Laboratory, Thorax and Vessels Division, Grenoble Alpes University Hospital, Grenoble, France.
  • Sanchez L; ARCTIC, 18 Chemin Cadet, F-97411, Saint-Paul, France.
  • Loiodice C; HP2 Laboratory, Inserm U1300, Grenoble Alpes University, Grenoble, France; EFCR Laboratory, Thorax and Vessels Division, Grenoble Alpes University Hospital, Grenoble, France.
  • Tamisier R; HP2 Laboratory, Inserm U1300, Grenoble Alpes University, Grenoble, France; EFCR Laboratory, Thorax and Vessels Division, Grenoble Alpes University Hospital, Grenoble, France.
  • Joyeux-Faure M; HP2 Laboratory, Inserm U1300, Grenoble Alpes University, Grenoble, France; EFCR Laboratory, Thorax and Vessels Division, Grenoble Alpes University Hospital, Grenoble, France.
  • Pépin JL; HP2 Laboratory, Inserm U1300, Grenoble Alpes University, Grenoble, France; EFCR Laboratory, Thorax and Vessels Division, Grenoble Alpes University Hospital, Grenoble, France. Electronic address: jpepin@chu-grenoble.fr.
Sleep Med ; 95: 76-83, 2022 07.
Article em En | MEDLINE | ID: mdl-35567881
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Crânio / Cefalometria / Apneia Obstrutiva do Sono / Imageamento Tridimensional / Aprendizado de Máquina Idioma: En Ano de publicação: 2022 Tipo de documento: Article
Texto completo
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XML
PubMed Links
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Crânio / Cefalometria / Apneia Obstrutiva do Sono / Imageamento Tridimensional / Aprendizado de Máquina Idioma: En Ano de publicação: 2022 Tipo de documento: Article