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Detection of parkinson's disease with neuroimaging modalities using machine learning and artificial intelligence: a systematic review.

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Title: Detection of parkinson's disease with neuroimaging modalities using machine learning and artificial intelligence: a systematic review.
Authors: Ebrahimian Sadabad F; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA. faranak.ebrahimiansadabad@yale.edu., Honhar P; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA.; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA., Houshi S; School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran., Nejati SF; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA., Bagherieh S; School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran., Brackett A; Cushing/Whitney Medical Library, School of Medicine, Yale University, New Haven, CT, USA., Yazdanpanah F; Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA., Cayir S; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA., Hosseini M; Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA., Tagare H; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA., Matuskey D; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA.; Department of Psychiatry, School of Medicine, Yale University, New Haven, CT, USA.; Department of Neurology, School of Medicine, Yale University, New Haven, CT, USA.
Source: Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology [Neurol Sci] 2026 Jan 14; Vol. 47 (1), pp. 160. Date of Electronic Publication: 2026 Jan 14.
Publication Type: Systematic Review; Journal Article; Review
Journal Info: Publisher: Springer-Verlag Italia Country of Publication: Italy NLM ID: 100959175 Publication Model: Electronic Cited Medium: Internet ISSN: 1590-3478 (Electronic) Linking ISSN: 15901874 NLM ISO Abbreviation: Neurol Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Detection of parkinson's disease with neuroimaging modalities using machine learning and artificial intelligence: a systematic review.
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  Data: <searchLink fieldCode="AU" term="%22Ebrahimian+Sadabad+F%22">Ebrahimian Sadabad F</searchLink>; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA. faranak.ebrahimiansadabad@yale.edu.<br /><searchLink fieldCode="AU" term="%22Honhar+P%22">Honhar P</searchLink>; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA.; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Houshi+S%22">Houshi S</searchLink>; School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.<br /><searchLink fieldCode="AU" term="%22Nejati+SF%22">Nejati SF</searchLink>; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Bagherieh+S%22">Bagherieh S</searchLink>; School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.<br /><searchLink fieldCode="AU" term="%22Brackett+A%22">Brackett A</searchLink>; Cushing/Whitney Medical Library, School of Medicine, Yale University, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Yazdanpanah+F%22">Yazdanpanah F</searchLink>; Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Cayir+S%22">Cayir S</searchLink>; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Hosseini+M%22">Hosseini M</searchLink>; Department of Radiology, University of Pennsylvania, Philadelphia, PA, USA.<br /><searchLink fieldCode="AU" term="%22Tagare+H%22">Tagare H</searchLink>; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Matuskey+D%22">Matuskey D</searchLink>; Department of Radiology and Biomedical Imaging, School of Medicine, Yale University, 801 Howard Ave, PO Box 208048, New Haven, CT, USA.; Department of Psychiatry, School of Medicine, Yale University, New Haven, CT, USA.; Department of Neurology, School of Medicine, Yale University, New Haven, CT, USA.
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  Data: <searchLink fieldCode="JN" term="%22100959175%22">Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology</searchLink> [Neurol Sci] 2026 Jan 14; Vol. 47 (1), pp. 160. <i>Date of Electronic Publication: </i>2026 Jan 14.
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        Value: 10.1007/s10072-025-08768-6
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              Text: 2026 Jan 14
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