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Prediction of migraine treatment response with clinical and genetic data: A machine learning analysis of the HUNT study.

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Title: Prediction of migraine treatment response with clinical and genetic data: A machine learning analysis of the HUNT study.
Authors: Abildsnes HK; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Neuromedicine and Movement Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway., Danelakis A; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Computer Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway., Giri S; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Neuromedicine and Movement Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway., Giles D; UCL Queen Square Institute of Neurology, University College London, London, UK., Matharu M; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; UCL Queen Square Institute of Neurology, University College London, London, UK., Nachev P; UCL Queen Square Institute of Neurology, University College London, London, UK., Bjørk MH; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Clinical Medicine, University of Bergen, Bergen, Norway.; Department of Neurology, Haukeland University Hospital, Bergen, Norway., Winsvold BS; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.; Department of Neurology, Oslo University Hospital, Oslo, Norway.; HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway., Hagen K; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Neuroclinic, St Olav's University Hospital, Trondheim, Norway., Børte S; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.; HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway.; Department of Medical Genetics, Oslo University Hospital and University of Oslo, Oslo, Norway., Vidal JC; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Neuromedicine and Movement Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Neuroclinic, St Olav's University Hospital, Trondheim, Norway.; Pain Clinic, Department of Anesthesiology and Intensive Care Medicine, St Olavs University Hospital, Trondheim, Norway., Tronvik E; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Neuromedicine and Movement Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Neuroclinic, St Olav's University Hospital, Trondheim, Norway., Stubberud A; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Neuromedicine and Movement Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway.
Source: Cephalalgia : an international journal of headache [Cephalalgia] 2026 Jul; Vol. 46 (7), pp. 3331024261467723. Date of Electronic Publication: 2026 Jul 15.
Publication Type: Journal Article
Journal Info: Publisher: Country of Publication: England NLM ID: 8200710 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1468-2982 (Electronic) Linking ISSN: 03331024 NLM ISO Abbreviation: Cephalalgia Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Abildsnes+HK%22">Abildsnes HK</searchLink>; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Neuromedicine and Movement Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway.<br /><searchLink fieldCode="AU" term="%22Danelakis+A%22">Danelakis A</searchLink>; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Computer Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway.<br /><searchLink fieldCode="AU" term="%22Giri+S%22">Giri S</searchLink>; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Neuromedicine and Movement Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway.<br /><searchLink fieldCode="AU" term="%22Giles+D%22">Giles D</searchLink>; UCL Queen Square Institute of Neurology, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Matharu+M%22">Matharu M</searchLink>; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; UCL Queen Square Institute of Neurology, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Nachev+P%22">Nachev P</searchLink>; UCL Queen Square Institute of Neurology, University College London, London, UK.<br /><searchLink fieldCode="AU" term="%22Bjørk+MH%22">Bjørk MH</searchLink>; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Clinical Medicine, University of Bergen, Bergen, Norway.; Department of Neurology, Haukeland University Hospital, Bergen, Norway.<br /><searchLink fieldCode="AU" term="%22Winsvold+BS%22">Winsvold BS</searchLink>; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.; Department of Neurology, Oslo University Hospital, Oslo, Norway.; HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway.<br /><searchLink fieldCode="AU" term="%22Hagen+K%22">Hagen K</searchLink>; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Neuroclinic, St Olav's University Hospital, Trondheim, Norway.<br /><searchLink fieldCode="AU" term="%22Børte+S%22">Børte S</searchLink>; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Research and Innovation, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway.; HUNT Center for Molecular and Clinical Epidemiology, Department of Public Health and Nursing, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway.; Department of Medical Genetics, Oslo University Hospital and University of Oslo, Oslo, Norway.<br /><searchLink fieldCode="AU" term="%22Vidal+JC%22">Vidal JC</searchLink>; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Neuromedicine and Movement Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Neuroclinic, St Olav's University Hospital, Trondheim, Norway.; Pain Clinic, Department of Anesthesiology and Intensive Care Medicine, St Olavs University Hospital, Trondheim, Norway.<br /><searchLink fieldCode="AU" term="%22Tronvik+E%22">Tronvik E</searchLink>; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Neuromedicine and Movement Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Neuroclinic, St Olav's University Hospital, Trondheim, Norway.<br /><searchLink fieldCode="AU" term="%22Stubberud+A%22">Stubberud A</searchLink>; NorHead Norwegian Centre for Headache Research, NTNU Norwegian University of Science and Technology, Trondheim, Norway.; Department of Neuromedicine and Movement Science, NTNU Norwegian University of Science and Technology, Trondheim, Norway.
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