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Exploring the clinical features of narcolepsy type 1 versus narcolepsy type 2 from European Narcolepsy Network database with machine learning.
Zhang, Zhongxing; Mayer, Geert; Dauvilliers, Yves; Plazzi, Giuseppe; Pizza, Fabio; Fronczek, Rolf; Santamaria, Joan; Partinen, Markku; Overeem, Sebastiaan; Peraita-Adrados, Rosa; da Silva, Antonio Martins; Sonka, Karel; Rio-Villegas, Rafael Del; Heinzer, Raphael; Wierzbicka, Aleksandra; Young, Peter; Högl, Birgit; Bassetti, Claudio L; Manconi, Mauro; Feketeova, Eva; Mathis, Johannes; Paiva, Teresa; Canellas, Francesca; Lecendreux, Michel; Baumann, Christian R; Barateau, Lucie; Pesenti, Carole; Antelmi, Elena; Gaig, Carles; Iranzo, Alex; Lillo-Triguero, Laura; Medrano-Martínez, Pablo; Haba-Rubio, José; Gorban, Corina; Luca, Gianina; Lammers, Gert Jan; Khatami, Ramin.
Affiliation
  • Zhang Z; Center for Sleep Medicine, Sleep Research and Epileptology, Klinik Barmelweid AG, Barmelweid, Switzerland.
  • Mayer G; Neurology Department, Hephata Klinik, Schwalmstadt, Germany.
  • Dauvilliers Y; Centre de Reference Nationale Maladies Rares, Narcolepsie et Hypersomnie Idiopathique, Service Neurologie, Hôpital Gui-de-Chauliac, INSERM U1061, Montpellier, France.
  • Plazzi G; Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum, University of Bologna, Bologna, Italy.
  • Pizza F; IRCCS Istituto delle Scienze Neurologiche di Bologna, ASL di Bologna, Bologna, Italy.
  • Fronczek R; Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum, University of Bologna, Bologna, Italy.
  • Santamaria J; IRCCS Istituto delle Scienze Neurologiche di Bologna, ASL di Bologna, Bologna, Italy.
  • Partinen M; Department of Neurology and Clinical Neurophysiology, Leiden University Medical Center, Leiden, The Netherlands.
  • Overeem S; Sleep Wake Center SEIN Heemstede, Stichting Epilepsie Instellingen Nederland, Heemstede, The Netherlands.
  • Peraita-Adrados R; Neurology Service, Multidisciplinary Sleep Unit, Hospital Clínic of Barcelona, IDIBAPS, CIBERNED, Barcelona, Spain.
  • da Silva AM; Helsinki Sleep Clinic, Vitalmed Research Center, Helsinki, Finland.
  • Sonka K; Sleep Medicine Center Kempenhaeghe, Heeze, The Netherlands.
  • Rio-Villegas RD; Eindhoven University of Technology, Eindhoven, The Netherlands.
  • Heinzer R; Sleep and Epilepsy Unit, Clinical Neurophysiology Department, Gregorio Marañón University Hospital, Complutense University of Madrid (UCM), Madrid, Spain.
  • Wierzbicka A; Serviço de Neurofisiologia, Hospital Santo António/Centro Hospitalar do Porto and Instituto Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal.
  • Young P; Neurology Department and Centre of Clinical Neurosciences, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic.
  • Högl B; Unidad de Neurofisiología y Trastornos del Sueño. Hospital Vithas Internacional Madrid, Madrid, Spain.
  • Bassetti CL; Center for Investigation and Research in Sleep, Lausanne University Hospital, Lausanne, Switzerland.
  • Manconi M; Department of Clinical Neurophysiology, Institute of Psychiatry and Neurology, Warsaw, Poland.
  • Feketeova E; Department of Sleep Medicine and Neuromuscular Disorders, University of Münster, Münster, Germany.
  • Mathis J; Neurology Department, Sleep Disorders Clinic, Medical University of Innsbruck, Innsbruck, Austria.
  • Paiva T; Department of Neurology, Inselspital, Bern University Hospital, and University of Bern, Bern, Switzerland.
  • Canellas F; Sleep and Epilepsy Center, Neurocenter of Southern Switzerland, Lugano, Switzerland.
  • Lecendreux M; Department of Neurology, Inselspital, Bern University Hospital, and University of Bern, Bern, Switzerland.
  • Baumann CR; Neurology Department, Medical Faculty of P. J. Safarik University, University Hospital of L. Pasteur Kosice, Kosice, Slovak Republic.
  • Barateau L; Department of Neurology, Inselspital, Bern University Hospital, and University of Bern, Bern, Switzerland.
  • Pesenti C; Institute of Molecular Medicine Portugal, Medical Faculty Lisbon University, Lisbon, Portugal.
  • Antelmi E; Fundació Institut d'Investigació Sanitària Illes Balears (IdISBa), Hospital Universitari Son Espases, Palma de Mallorca, Spain.
  • Gaig C; AP-HP, Pediatric Sleep Center, CHU Robert-Debré, Paris, France.
  • Iranzo A; National Reference Centre for Orphan Diseases, Narcolepsy, Idiopathic Hypersomnia and Kleine-Levin Syndrome (CNR narcolepsie-hypersomnie), Paris, France.
  • Lillo-Triguero L; Neurology Department, University Hospital Zurich, Zurich, Switzerland.
  • Medrano-Martínez P; Centre de Reference Nationale Maladies Rares, Narcolepsie et Hypersomnie Idiopathique, Service Neurologie, Hôpital Gui-de-Chauliac, INSERM U1061, Montpellier, France.
  • Haba-Rubio J; Centre de Reference Nationale Maladies Rares, Narcolepsie et Hypersomnie Idiopathique, Service Neurologie, Hôpital Gui-de-Chauliac, INSERM U1061, Montpellier, France.
  • Gorban C; Department of Biomedical and Neuromotor Sciences (DIBINEM), Alma Mater Studiorum, University of Bologna, Bologna, Italy.
  • Luca G; IRCCS Istituto delle Scienze Neurologiche di Bologna, ASL di Bologna, Bologna, Italy.
  • Lammers GJ; Neurology Service, Multidisciplinary Sleep Unit, Hospital Clínic of Barcelona, IDIBAPS, CIBERNED, Barcelona, Spain.
  • Khatami R; Neurology Service, Multidisciplinary Sleep Unit, Hospital Clínic of Barcelona, IDIBAPS, CIBERNED, Barcelona, Spain.
Sci Rep ; 8(1): 10628, 2018 Jul 13.
Article in En | MEDLINE | ID: mdl-30006563
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Rare Diseases / Supervised Machine Learning / Models, Biological / Narcolepsy Type of study: Prognostic_studies Limits: Adult / Female / Humans / Male Language: En Journal: Sci Rep Year: 2018 Document type: Article Affiliation country: Country of publication:
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Rare Diseases / Supervised Machine Learning / Models, Biological / Narcolepsy Type of study: Prognostic_studies Limits: Adult / Female / Humans / Male Language: En Journal: Sci Rep Year: 2018 Document type: Article Affiliation country: Country of publication: