iSPHYNCS: Unsupervised Clustering in Questionnaires and Metadata Reveals Distinct Subtypes in the Narcolepsy Borderland.
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| Title: | iSPHYNCS: Unsupervised Clustering in Questionnaires and Metadata Reveals Distinct Subtypes in the Narcolepsy Borderland. |
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| Authors: | Morand R; Sleep-Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.; Center for Experimental Neurology, Sleep Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.; ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland.; Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland., Fregolente L; Sleep-Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.; Graduate School for Health Sciences, University of Bern, Bern, Switzerland., van der Meer J; Sleep-Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland., Wenz ES; Sleep-Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.; Graduate School for Health Sciences, University of Bern, Bern, Switzerland., Helmy A; Sleep-Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.; Center for Experimental Neurology, Sleep Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.; Graduate School for Cellular and Biomedical Sciences, University of Bern, Bern, Switzerland.; Institute of Computer Science, University of Bern, Bern, Switzerland., Brigato L; ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland., Warncke JD; Sleep-Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland., Zub K; Sleep-Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland., Khatami R; Sleep-Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.; Clinic Barmelweid, Center for Sleep Medicine and Sleep Research, Barmelweid, Switzerland., Zhang Z; Clinic Barmelweid, Center for Sleep Medicine and Sleep Research, Barmelweid, Switzerland., von Manitius S; Department of Neurology, Health Ostschweiz (HOCH), Kantonsspital St. Gallen St, St. Gallen, Switzerland., Miano S; Sleep and Epilepsy Center, Neurocenter of Southern Switzerland, Regional Hospital (EOC) of Lugano, Lugano, Switzerland., Acker J; ZurzachCare, Clinic for Sleep Medicine, Bad Zurzach, Switzerland., Strub M; Centre for Sleep Medicine Basel, Basel, Switzerland., Kallweit U; Center for Narcolepsy and Hypersomnias, Professorship for Narcolepsy and Hypersomnolence Research, Department of Medicine, University Witten/Herdecke, Witten, Germany., Lammers GJ; Sleep Wake Centre SEIN, Stichting Epilepsie Instellingen Nederland, Heemstede, the Netherlands.; Department of Neurology, Leiden University Medical Centre, Leiden, the Netherlands., Tzovara A; Sleep-Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.; Center for Experimental Neurology, Sleep Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.; Institute of Computer Science, University of Bern, Bern, Switzerland., Bassetti CLA; Sleep-Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland., Mougiakakou S; ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland., Schmidt MH; Sleep-Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.; Center for Experimental Neurology, Sleep Wake Epilepsy Center, NeuroTec, Department of Neurology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland. |
| Source: | Journal of sleep research [J Sleep Res] 2026 Aug; Vol. 35 (4), pp. e70294. Date of Electronic Publication: 2026 Feb 09. |
| Publication Type: | Journal Article; Multicenter Study |
| Journal Info: | Publisher: Published on behalf of the European Sleep Research Society by Blackwell Scientific Publications Country of Publication: England NLM ID: 9214441 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-2869 (Electronic) Linking ISSN: 09621105 NLM ISO Abbreviation: J Sleep Res Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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