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Developing an accessible dementia assessment tool: Leveraging a residual network, the trail making test, and demographic data.

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Title: Developing an accessible dementia assessment tool: Leveraging a residual network, the trail making test, and demographic data.
Authors: Yang J; Department of Electrical & Computer Engineering, Division of Systems Engineering, and Department of Biomedical Engineering, Boston University, Boston, MA, USA., Amini S; Department of Electrical & Computer Engineering, Division of Systems Engineering, and Department of Biomedical Engineering, Boston University, Boston, MA, USA., Hao B; Department of Electrical & Computer Engineering, Division of Systems Engineering, and Department of Biomedical Engineering, Boston University, Boston, MA, USA., Park S; Department of Medicine, Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, USA., Karjadi C; Framingham Heart Study, Boston University, Boston, MA, USA., San Souci L; Department of Medicine, Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, USA., Kolachalama VB; Department of Medicine, Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, USA.; Faculty of Computing & Data Sciences, Boston University, Boston, MA, USA.; Department of Computer Science, Boston University, Boston, MA, USA., Cosentino S; Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA., Andersen SL; Department of Medicine, Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, USA., Au R; Department of Medicine, Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, USA.; Framingham Heart Study, Boston University, Boston, MA, USA.; Departments of Anatomy & Neurobiology, Neurology, and Epidemiology, Chobanian & Avedisian School of Medicine and School of Public Health, Boston University, Boston, MA, USA., Ch Paschalidis I; Department of Electrical & Computer Engineering, Division of Systems Engineering, and Department of Biomedical Engineering, Boston University, Boston, MA, USA.; Faculty of Computing & Data Sciences, Boston University, Boston, MA, USA.
Source: Journal of Alzheimer's disease : JAD [J Alzheimers Dis] 2025 Sep; Vol. 107 (1), pp. 128-145. Date of Electronic Publication: 2025 Jul 17.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't; Research Support, N.I.H., Extramural
Journal Info: Publisher: SAGE Publications Country of Publication: United States NLM ID: 9814863 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1875-8908 (Electronic) Linking ISSN: 13872877 NLM ISO Abbreviation: J Alzheimers Dis Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Yang+J%22">Yang J</searchLink>; Department of Electrical & Computer Engineering, Division of Systems Engineering, and Department of Biomedical Engineering, Boston University, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Amini+S%22">Amini S</searchLink>; Department of Electrical & Computer Engineering, Division of Systems Engineering, and Department of Biomedical Engineering, Boston University, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Hao+B%22">Hao B</searchLink>; Department of Electrical & Computer Engineering, Division of Systems Engineering, and Department of Biomedical Engineering, Boston University, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Park+S%22">Park S</searchLink>; Department of Medicine, Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Karjadi+C%22">Karjadi C</searchLink>; Framingham Heart Study, Boston University, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22San+Souci+L%22">San Souci L</searchLink>; Department of Medicine, Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Kolachalama+VB%22">Kolachalama VB</searchLink>; Department of Medicine, Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, USA.; Faculty of Computing & Data Sciences, Boston University, Boston, MA, USA.; Department of Computer Science, Boston University, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Cosentino+S%22">Cosentino S</searchLink>; Department of Neurology, Columbia University Irving Medical Center, New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Andersen+SL%22">Andersen SL</searchLink>; Department of Medicine, Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Au+R%22">Au R</searchLink>; Department of Medicine, Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, USA.; Framingham Heart Study, Boston University, Boston, MA, USA.; Departments of Anatomy & Neurobiology, Neurology, and Epidemiology, Chobanian & Avedisian School of Medicine and School of Public Health, Boston University, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Ch+Paschalidis+I%22">Ch Paschalidis I</searchLink>; Department of Electrical & Computer Engineering, Division of Systems Engineering, and Department of Biomedical Engineering, Boston University, Boston, MA, USA.; Faculty of Computing & Data Sciences, Boston University, Boston, MA, USA.
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  Data: <searchLink fieldCode="JN" term="%229814863%22">Journal of Alzheimer's disease : JAD</searchLink> [J Alzheimers Dis] 2025 Sep; Vol. 107 (1), pp. 128-145. <i>Date of Electronic Publication: </i>2025 Jul 17.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22SAGE+Publications%22">SAGE Publications </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9814863 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1875-8908 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213872877%22">13872877 </searchLink><i>NLM ISO Abbreviation: </i>J Alzheimers Dis <i>Subsets: </i>MEDLINE
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              Text: 2025 Sep
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