Development and classification accuracy of an automated cognitive screening tool combining working memory and connected speech tasks for early detection of cognitive impairment in primary care.

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Title: Development and classification accuracy of an automated cognitive screening tool combining working memory and connected speech tasks for early detection of cognitive impairment in primary care.
Authors: Hilsabeck RC; Department of Neurology The University of Texas at Austin Dell Medical School Austin Texas USA., Keller JN; Institute of Dementia Research & Prevention Pennington Biomedical Research Center at Louisiana State University Baton Rouge Louisiana USA., Henry ML; Department of Neurology The University of Texas at Austin Dell Medical School Austin Texas USA.; Department of Speech, Language, and Hearing Sciences The University of Texas at Austin Austin Texas USA., Li JJ; Department of Linguistics The University of Texas at Austin Austin Texas USA., Pugalenthi L; Department of Speech, Language, and Hearing Sciences The University of Texas at Austin Austin Texas USA.; Department of Computer Science The University of Texas at Austin Austin Texas USA., Toprac P; Department of Computer Science The University of Texas at Austin Austin Texas USA., Chang P; Department of Population Health The University of Texas at Austin Dell Medical School Austin Texas USA., Chang J; Department of Neurology The University of Texas at Austin Dell Medical School Austin Texas USA.; Department of Population Health The University of Texas at Austin Dell Medical School Austin Texas USA., Schmitz S; Department of Neurology The University of Texas at Austin Dell Medical School Austin Texas USA., Largent A; Department of Neurology The University of Texas at Austin Dell Medical School Austin Texas USA., Foil H; Institute of Dementia Research & Prevention Pennington Biomedical Research Center at Louisiana State University Baton Rouge Louisiana USA., Brouillette R; Institute of Dementia Research & Prevention Pennington Biomedical Research Center at Louisiana State University Baton Rouge Louisiana USA., Lester-Smith RA; Department of Speech, Language, and Hearing Sciences The University of Texas at Austin Austin Texas USA., Rathouz PJ; Department of Population Health The University of Texas at Austin Dell Medical School Austin Texas USA.; Department of Statistics and Data Sciences The University of Texas at Austin Austin Texas USA.
Source: Alzheimer's & dementia (New York, N. Y.) [Alzheimers Dement (N Y)] 2025 Aug 18; Vol. 11 (3), pp. e70145. Date of Electronic Publication: 2025 Aug 18 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Wiley on behalf of the Alzheimer's Association Country of Publication: United States NLM ID: 101650118 Publication Model: eCollection Cited Medium: Internet ISSN: 2352-8737 (Electronic) Linking ISSN: 23528737 NLM ISO Abbreviation: Alzheimers Dement (N Y) Subsets: PubMed not MEDLINE
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  Data: Development and classification accuracy of an automated cognitive screening tool combining working memory and connected speech tasks for early detection of cognitive impairment in primary care.
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  Data: <searchLink fieldCode="AU" term="%22Hilsabeck+RC%22">Hilsabeck RC</searchLink>; Department of Neurology The University of Texas at Austin Dell Medical School Austin Texas USA.<br /><searchLink fieldCode="AU" term="%22Keller+JN%22">Keller JN</searchLink>; Institute of Dementia Research & Prevention Pennington Biomedical Research Center at Louisiana State University Baton Rouge Louisiana USA.<br /><searchLink fieldCode="AU" term="%22Henry+ML%22">Henry ML</searchLink>; Department of Neurology The University of Texas at Austin Dell Medical School Austin Texas USA.; Department of Speech, Language, and Hearing Sciences The University of Texas at Austin Austin Texas USA.<br /><searchLink fieldCode="AU" term="%22Li+JJ%22">Li JJ</searchLink>; Department of Linguistics The University of Texas at Austin Austin Texas USA.<br /><searchLink fieldCode="AU" term="%22Pugalenthi+L%22">Pugalenthi L</searchLink>; Department of Speech, Language, and Hearing Sciences The University of Texas at Austin Austin Texas USA.; Department of Computer Science The University of Texas at Austin Austin Texas USA.<br /><searchLink fieldCode="AU" term="%22Toprac+P%22">Toprac P</searchLink>; Department of Computer Science The University of Texas at Austin Austin Texas USA.<br /><searchLink fieldCode="AU" term="%22Chang+P%22">Chang P</searchLink>; Department of Population Health The University of Texas at Austin Dell Medical School Austin Texas USA.<br /><searchLink fieldCode="AU" term="%22Chang+J%22">Chang J</searchLink>; Department of Neurology The University of Texas at Austin Dell Medical School Austin Texas USA.; Department of Population Health The University of Texas at Austin Dell Medical School Austin Texas USA.<br /><searchLink fieldCode="AU" term="%22Schmitz+S%22">Schmitz S</searchLink>; Department of Neurology The University of Texas at Austin Dell Medical School Austin Texas USA.<br /><searchLink fieldCode="AU" term="%22Largent+A%22">Largent A</searchLink>; Department of Neurology The University of Texas at Austin Dell Medical School Austin Texas USA.<br /><searchLink fieldCode="AU" term="%22Foil+H%22">Foil H</searchLink>; Institute of Dementia Research & Prevention Pennington Biomedical Research Center at Louisiana State University Baton Rouge Louisiana USA.<br /><searchLink fieldCode="AU" term="%22Brouillette+R%22">Brouillette R</searchLink>; Institute of Dementia Research & Prevention Pennington Biomedical Research Center at Louisiana State University Baton Rouge Louisiana USA.<br /><searchLink fieldCode="AU" term="%22Lester-Smith+RA%22">Lester-Smith RA</searchLink>; Department of Speech, Language, and Hearing Sciences The University of Texas at Austin Austin Texas USA.<br /><searchLink fieldCode="AU" term="%22Rathouz+PJ%22">Rathouz PJ</searchLink>; Department of Population Health The University of Texas at Austin Dell Medical School Austin Texas USA.; Department of Statistics and Data Sciences The University of Texas at Austin Austin Texas USA.
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  Data: <searchLink fieldCode="JN" term="%22101650118%22">Alzheimer's & dementia (New York, N. Y.)</searchLink> [Alzheimers Dement (N Y)] 2025 Aug 18; Vol. 11 (3), pp. e70145. <i>Date of Electronic Publication: </i>2025 Aug 18 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley+on+behalf+of+the+Alzheimer's+Association%22">Wiley on behalf of the Alzheimer's Association </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101650118 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2352-8737 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223528737%22">23528737 </searchLink><i>NLM ISO Abbreviation: </i>Alzheimers Dement (N Y) <i>Subsets: </i>PubMed not MEDLINE
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