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Machine learning prediction of dementia conversion in mild cognitive impairment: A two- to six-year follow-up study.

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Title: Machine learning prediction of dementia conversion in mild cognitive impairment: A two- to six-year follow-up study.
Authors: Thorvaldsson V; Department of Psychology, https://ror.org/01tm6cn81University of Gothenburg, Gothenburg, Sweden.; Center for Ageing and Health, https://ror.org/01tm6cn81University of Gothenburg, Gothenburg, Sweden., Svensson J; Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.; Region Västra Götaland, Skaraborg Central Hospital, Department of Internal Medicine, Skövde, Sweden., Basic E; R&D-Unit, Neuropsychiatry, Sahlgrenska University Hospital, Mölndal, Sweden., Jonsson M; R&D-Unit, Neuropsychiatry, Sahlgrenska University Hospital, Mölndal, Sweden.; Department of Psychiatry and Neurochemistry, Institute of Neuroscience of Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden., Kettunen P; R&D-Unit, Neuropsychiatry, Sahlgrenska University Hospital, Mölndal, Sweden.; Department of Psychiatry and Neurochemistry, Institute of Neuroscience of Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden., Wallin A; R&D-Unit, Neuropsychiatry, Sahlgrenska University Hospital, Mölndal, Sweden.; Department of Psychiatry and Neurochemistry, Institute of Neuroscience of Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
Source: Journal of the International Neuropsychological Society : JINS [J Int Neuropsychol Soc] 2026 Jan; Vol. 32 (1), pp. 11-23. Date of Electronic Publication: 2026 Jan 13.
Publication Type: Journal Article
Journal Info: Publisher: Cambridge University Press Country of Publication: England NLM ID: 9503760 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1469-7661 (Electronic) Linking ISSN: 13556177 NLM ISO Abbreviation: J Int Neuropsychol Soc Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Thorvaldsson+V%22">Thorvaldsson V</searchLink>; Department of Psychology, https://ror.org/01tm6cn81University of Gothenburg, Gothenburg, Sweden.; Center for Ageing and Health, https://ror.org/01tm6cn81University of Gothenburg, Gothenburg, Sweden.<br /><searchLink fieldCode="AU" term="%22Svensson+J%22">Svensson J</searchLink>; Department of Internal Medicine and Clinical Nutrition, Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.; Region Västra Götaland, Skaraborg Central Hospital, Department of Internal Medicine, Skövde, Sweden.<br /><searchLink fieldCode="AU" term="%22Basic+E%22">Basic E</searchLink>; R&D-Unit, Neuropsychiatry, Sahlgrenska University Hospital, Mölndal, Sweden.<br /><searchLink fieldCode="AU" term="%22Jonsson+M%22">Jonsson M</searchLink>; R&D-Unit, Neuropsychiatry, Sahlgrenska University Hospital, Mölndal, Sweden.; Department of Psychiatry and Neurochemistry, Institute of Neuroscience of Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.<br /><searchLink fieldCode="AU" term="%22Kettunen+P%22">Kettunen P</searchLink>; R&D-Unit, Neuropsychiatry, Sahlgrenska University Hospital, Mölndal, Sweden.; Department of Psychiatry and Neurochemistry, Institute of Neuroscience of Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.<br /><searchLink fieldCode="AU" term="%22Wallin+A%22">Wallin A</searchLink>; R&D-Unit, Neuropsychiatry, Sahlgrenska University Hospital, Mölndal, Sweden.; Department of Psychiatry and Neurochemistry, Institute of Neuroscience of Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Cambridge+University+Press%22">Cambridge University Press </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>9503760 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1469-7661 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213556177%22">13556177 </searchLink><i>NLM ISO Abbreviation: </i>J Int Neuropsychol Soc <i>Subsets: </i>MEDLINE
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      – TitleFull: Machine learning prediction of dementia conversion in mild cognitive impairment: A two- to six-year follow-up study.
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              Text: 2026 Jan
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