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Neural network analysis of sleep stages enables efficient diagnosis of narcolepsy.
Stephansen, Jens B; Olesen, Alexander N; Olsen, Mads; Ambati, Aditya; Leary, Eileen B; Moore, Hyatt E; Carrillo, Oscar; Lin, Ling; Han, Fang; Yan, Han; Sun, Yun L; Dauvilliers, Yves; Scholz, Sabine; Barateau, Lucie; Hogl, Birgit; Stefani, Ambra; Hong, Seung Chul; Kim, Tae Won; Pizza, Fabio; Plazzi, Giuseppe; Vandi, Stefano; Antelmi, Elena; Perrin, Dimitri; Kuna, Samuel T; Schweitzer, Paula K; Kushida, Clete; Peppard, Paul E; Sorensen, Helge B D; Jennum, Poul; Mignot, Emmanuel.
Afiliación
  • Stephansen JB; Center for Sleep Science and Medicine, Stanford University, Stanford, 94304, CA, USA.
  • Olesen AN; Department of Electrical Engineering, Technical University of Denmark, Kongens Lyngby, 2800, Denmark.
  • Olsen M; Center for Sleep Science and Medicine, Stanford University, Stanford, 94304, CA, USA.
  • Ambati A; Department of Electrical Engineering, Technical University of Denmark, Kongens Lyngby, 2800, Denmark.
  • Leary EB; Danish Center for Sleep Medicine, Rigshospitalet, Glostrup, 2600, Denmark.
  • Moore HE; Center for Sleep Science and Medicine, Stanford University, Stanford, 94304, CA, USA.
  • Carrillo O; Department of Electrical Engineering, Technical University of Denmark, Kongens Lyngby, 2800, Denmark.
  • Lin L; Danish Center for Sleep Medicine, Rigshospitalet, Glostrup, 2600, Denmark.
  • Han F; Center for Sleep Science and Medicine, Stanford University, Stanford, 94304, CA, USA.
  • Yan H; Center for Sleep Science and Medicine, Stanford University, Stanford, 94304, CA, USA.
  • Sun YL; Center for Sleep Science and Medicine, Stanford University, Stanford, 94304, CA, USA.
  • Dauvilliers Y; Center for Sleep Science and Medicine, Stanford University, Stanford, 94304, CA, USA.
  • Scholz S; Center for Sleep Science and Medicine, Stanford University, Stanford, 94304, CA, USA.
  • Barateau L; Department of Pulmonary Medicine, Peking University People's Hospital, Beijing, 100044, China.
  • Hogl B; Department of Pulmonary Medicine, Peking University People's Hospital, Beijing, 100044, China.
  • Stefani A; Department of Pulmonary Medicine, Peking University People's Hospital, Beijing, 100044, China.
  • Hong SC; Sleep-Wake Disorders Center, Department of Neurology, Gui-de-Chauliac Hospital, CHU Montpellier, 34295, France.
  • Kim TW; INSERM, U1061, Université Montpellier 1, Montpellier, 34090, France.
  • Pizza F; Sleep-Wake Disorders Center, Department of Neurology, Gui-de-Chauliac Hospital, CHU Montpellier, 34295, France.
  • Plazzi G; INSERM, U1061, Université Montpellier 1, Montpellier, 34090, France.
  • Vandi S; Sleep-Wake Disorders Center, Department of Neurology, Gui-de-Chauliac Hospital, CHU Montpellier, 34295, France.
  • Antelmi E; INSERM, U1061, Université Montpellier 1, Montpellier, 34090, France.
  • Perrin D; Department of Neurology, Innsbruck Medical University, Innsbruck, 6020, Austria.
  • Kuna ST; Department of Neurology, Innsbruck Medical University, Innsbruck, 6020, Austria.
  • Schweitzer PK; Department of Psychiatry, St. Vincent's Hospital, The Catholic University of Korea, Seoul, 16247, Korea.
  • Kushida C; Department of Psychiatry, St. Vincent's Hospital, The Catholic University of Korea, Seoul, 16247, Korea.
  • Peppard PE; Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, 40123, Italy.
  • Sorensen HBD; IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy.
  • Jennum P; Department of Biomedical and Neuromotor Sciences, University of Bologna, Bologna, 40123, Italy.
  • Mignot E; IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy.
Nat Commun ; 9(1): 5229, 2018 12 06.
Article en En | MEDLINE | ID: mdl-30523329
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Fases del Sueño / Algoritmos / Redes Neurales de la Computación / Narcolepsia Tipo de estudio: Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Adolescent / Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2018 Tipo del documento: Article País de afiliación: Estados Unidos
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Fases del Sueño / Algoritmos / Redes Neurales de la Computación / Narcolepsia Tipo de estudio: Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Adolescent / Adult / Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2018 Tipo del documento: Article País de afiliación: Estados Unidos