Can we predict sleep health based on brain features? A large-scale machine learning study using the UK Biobank.
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| Title: | Can we predict sleep health based on brain features? A large-scale machine learning study using the UK Biobank. |
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| Authors: | Raimondo F; Brain and Behavior (iNM-7), Institute of Neuroscience and Medicine, 52428 Jülich, Germany.; Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University Düsseldorf, 40225 Düsseldorf, Germany., Bi H; Brain and Behavior (iNM-7), Institute of Neuroscience and Medicine, 52428 Jülich, Germany.; Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University Düsseldorf, 40225 Düsseldorf, Germany., Komeyer V; Brain and Behavior (iNM-7), Institute of Neuroscience and Medicine, 52428 Jülich, Germany.; Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University Düsseldorf, 40225 Düsseldorf, Germany.; Department of Biology, Faculty of Mathematics and Natural Sciences, Heinrich Heine University Düsseldorf, 40225 Düsseldorf, Germany., Kasper J; Brain and Behavior (iNM-7), Institute of Neuroscience and Medicine, 52428 Jülich, Germany.; Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University Düsseldorf, 40225 Düsseldorf, Germany., Primus S; Institute of Neurogenomics (iNG), Helmholtz Zentrum München, D-85764 Munich, Germany.; Institute of Human Genetics, TUM School of Medicine and Health, Technical University of Munich, Munich 81675, Germany., Hoffstaedter F; Brain and Behavior (iNM-7), Institute of Neuroscience and Medicine, 52428 Jülich, Germany.; Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University Düsseldorf, 40225 Düsseldorf, Germany., Mandal S; Brain and Behavior (iNM-7), Institute of Neuroscience and Medicine, 52428 Jülich, Germany.; Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University Düsseldorf, 40225 Düsseldorf, Germany., Waite L; Brain and Behavior (iNM-7), Institute of Neuroscience and Medicine, 52428 Jülich, Germany., Winkelmann J; Institute of Neurogenomics (iNG), Helmholtz Zentrum München, D-85764 Munich, Germany.; Institute of Human Genetics, TUM School of Medicine and Health, Technical University of Munich, Munich 81675, Germany., Oexle K; Institute of Neurogenomics (iNG), Helmholtz Zentrum München, D-85764 Munich, Germany.; Institute of Human Genetics, TUM School of Medicine and Health, Technical University of Munich, Munich 81675, Germany., Eickhoff SB; Brain and Behavior (iNM-7), Institute of Neuroscience and Medicine, 52428 Jülich, Germany.; Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University Düsseldorf, 40225 Düsseldorf, Germany., Tahmasian M; Brain and Behavior (iNM-7), Institute of Neuroscience and Medicine, 52428 Jülich, Germany.; Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University Düsseldorf, 40225 Düsseldorf, Germany.; Department of Nuclear Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50937 Cologne, Germany., Patil KR; Brain and Behavior (iNM-7), Institute of Neuroscience and Medicine, 52428 Jülich, Germany.; Institute for Systems Neuroscience, Medical Faculty, Heinrich-Heine University Düsseldorf, 40225 Düsseldorf, Germany. |
| Source: | Brain communications [Brain Commun] 2026 Jan 22; Vol. 8 (1), pp. fcag016. Date of Electronic Publication: 2026 Jan 22 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Oxford University Press Country of Publication: England NLM ID: 101755125 Publication Model: eCollection Cited Medium: Internet ISSN: 2632-1297 (Electronic) Linking ISSN: 26321297 NLM ISO Abbreviation: Brain Commun Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2632-1297 |
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| DOI: | 10.1093/braincomms/fcag016 |
