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Concurrent detection of cognitive impairment and amyloid positivity with a multimodal machine learning-enabled digital cognitive assessment.

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Title: Concurrent detection of cognitive impairment and amyloid positivity with a multimodal machine learning-enabled digital cognitive assessment.
Authors: Jannati A; Department of Neurology, Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA. ajannati@linus.health.; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA. ajannati@linus.health., Thompson K; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA., Toro-Serey C; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA., Gomes-Osman J; Department of Neurology, University of Miami Miller School of Medicine, 1600 NW 10th Avenue, Miami, FL, 33136, USA., Banks RE; Department of Communicative Sciences & Disorders, Michigan State University, 404 Wilson Rd, East Lansing, MI, 48824, USA., Higgins C; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA., Showalter J; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA., Bates D; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA., Tobyne S; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA., Pascual-Leone A; Department of Neurology, Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA. apleone@hsl.harvard.edu.; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA. apleone@hsl.harvard.edu.; Hinda and Arthur Marcus Institute for Aging Research and Deanna and Sidney Wolk Center for Memory Health, Hebrew SeniorLife, 1200 Centre St, Boston, MA, 02131, USA. apleone@hsl.harvard.edu.; Deanna and Sidney Wolk Center for Memory Health Hebrew SeniorLife, Harvard Medical School, 1200 Centre St, Boston, MA, 02131, USA. apleone@hsl.harvard.edu.
Source: Alzheimer's research & therapy [Alzheimers Res Ther] 2025 Dec 11; Vol. 17 (1), pp. 261. Date of Electronic Publication: 2025 Dec 11.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Ltd Country of Publication: England NLM ID: 101511643 Publication Model: Electronic Cited Medium: Internet ISSN: 1758-9193 (Electronic) NLM ISO Abbreviation: Alzheimers Res Ther Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Concurrent detection of cognitive impairment and amyloid positivity with a multimodal machine learning-enabled digital cognitive assessment.
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  Data: <searchLink fieldCode="AU" term="%22Jannati+A%22">Jannati A</searchLink>; Department of Neurology, Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA. ajannati@linus.health.; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA. ajannati@linus.health.<br /><searchLink fieldCode="AU" term="%22Thompson+K%22">Thompson K</searchLink>; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.<br /><searchLink fieldCode="AU" term="%22Toro-Serey+C%22">Toro-Serey C</searchLink>; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.<br /><searchLink fieldCode="AU" term="%22Gomes-Osman+J%22">Gomes-Osman J</searchLink>; Department of Neurology, University of Miami Miller School of Medicine, 1600 NW 10th Avenue, Miami, FL, 33136, USA.<br /><searchLink fieldCode="AU" term="%22Banks+RE%22">Banks RE</searchLink>; Department of Communicative Sciences & Disorders, Michigan State University, 404 Wilson Rd, East Lansing, MI, 48824, USA.<br /><searchLink fieldCode="AU" term="%22Higgins+C%22">Higgins C</searchLink>; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.<br /><searchLink fieldCode="AU" term="%22Showalter+J%22">Showalter J</searchLink>; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.<br /><searchLink fieldCode="AU" term="%22Bates+D%22">Bates D</searchLink>; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.<br /><searchLink fieldCode="AU" term="%22Tobyne+S%22">Tobyne S</searchLink>; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA.<br /><searchLink fieldCode="AU" term="%22Pascual-Leone+A%22">Pascual-Leone A</searchLink>; Department of Neurology, Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA. apleone@hsl.harvard.edu.; Linus Health, Inc, 280 Summer Street, 10th Floor, Boston, MA, 02210, USA. apleone@hsl.harvard.edu.; Hinda and Arthur Marcus Institute for Aging Research and Deanna and Sidney Wolk Center for Memory Health, Hebrew SeniorLife, 1200 Centre St, Boston, MA, 02131, USA. apleone@hsl.harvard.edu.; Deanna and Sidney Wolk Center for Memory Health Hebrew SeniorLife, Harvard Medical School, 1200 Centre St, Boston, MA, 02131, USA. apleone@hsl.harvard.edu.
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  Data: <searchLink fieldCode="JN" term="%22101511643%22">Alzheimer's research & therapy</searchLink> [Alzheimers Res Ther] 2025 Dec 11; Vol. 17 (1), pp. 261. <i>Date of Electronic Publication: </i>2025 Dec 11.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central+Ltd%22">BioMed Central Ltd </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101511643 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1758-9193 (Electronic) <i>NLM ISO Abbreviation: </i>Alzheimers Res Ther <i>Subsets: </i>MEDLINE
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              Text: 2025 Dec 11
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