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Machine learning functional impairment classification with electronic health record data.

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Title: Machine learning functional impairment classification with electronic health record data.
Authors: Pavon JM; Department of Medicine/Division of Geriatrics, Duke University, Durham, North Carolina, USA.; Geriatric Research Education Clinical Center, Durham Veteran Affairs Health Care System, Durham, North Carolina, USA.; Claude D. Pepper Center, Duke University, Durham, North Carolina, USA.; Center for the Study of Aging and Human Development, Duke University, Durham, North Carolina, USA., Previll L; Department of Medicine/Division of Geriatrics, Duke University, Durham, North Carolina, USA.; Geriatric Research Education Clinical Center, Durham Veteran Affairs Health Care System, Durham, North Carolina, USA.; Center for the Study of Aging and Human Development, Duke University, Durham, North Carolina, USA., Woo M; AI Health, Duke University, Durham, North Carolina, USA.; Department of Medicine/Division of General Internal Medicine/Hospital Medicine, Duke University, Durham, North Carolina, USA., Henao R; AI Health, Duke University, Durham, North Carolina, USA., Solomon M; AI Health, Duke University, Durham, North Carolina, USA., Rogers U; AI Health, Duke University, Durham, North Carolina, USA., Olson A; AI Health, Duke University, Durham, North Carolina, USA., Fischer J; Department of Community and Family Medicine, Duke University, Durham, North Carolina, USA., Leo C; Department of Medicine/Division of Geriatrics, Duke University, Durham, North Carolina, USA.; Department of Medicine/Division of General Internal Medicine/Hospital Medicine, Duke University, Durham, North Carolina, USA., Fillenbaum G; Claude D. Pepper Center, Duke University, Durham, North Carolina, USA.; Center for the Study of Aging and Human Development, Duke University, Durham, North Carolina, USA.; Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina, USA., Hoenig H; Department of Medicine/Division of Geriatrics, Duke University, Durham, North Carolina, USA.; Geriatric Research Education Clinical Center, Durham Veteran Affairs Health Care System, Durham, North Carolina, USA.; Claude D. Pepper Center, Duke University, Durham, North Carolina, USA.; Center for the Study of Aging and Human Development, Duke University, Durham, North Carolina, USA.; Physical Medicine & Rehabilitation Service, Durham Veteran Affairs Health Care System, Durham, North Carolina, USA., Casarett D; Department of Medicine/Division of General Internal Medicine/Palliative Care, Duke University, Durham, North Carolina, USA.
Source: Journal of the American Geriatrics Society [J Am Geriatr Soc] 2023 Sep; Vol. 71 (9), pp. 2822-2833. Date of Electronic Publication: 2023 May 17.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't; Research Support, N.I.H., Extramural
Journal Info: Publisher: Blackwell Science Country of Publication: United States NLM ID: 7503062 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1532-5415 (Electronic) Linking ISSN: 00028614 NLM ISO Abbreviation: J Am Geriatr Soc Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Machine learning functional impairment classification with electronic health record data.
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  Data: <searchLink fieldCode="AU" term="%22Pavon+JM%22">Pavon JM</searchLink>; Department of Medicine/Division of Geriatrics, Duke University, Durham, North Carolina, USA.; Geriatric Research Education Clinical Center, Durham Veteran Affairs Health Care System, Durham, North Carolina, USA.; Claude D. Pepper Center, Duke University, Durham, North Carolina, USA.; Center for the Study of Aging and Human Development, Duke University, Durham, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Previll+L%22">Previll L</searchLink>; Department of Medicine/Division of Geriatrics, Duke University, Durham, North Carolina, USA.; Geriatric Research Education Clinical Center, Durham Veteran Affairs Health Care System, Durham, North Carolina, USA.; Center for the Study of Aging and Human Development, Duke University, Durham, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Woo+M%22">Woo M</searchLink>; AI Health, Duke University, Durham, North Carolina, USA.; Department of Medicine/Division of General Internal Medicine/Hospital Medicine, Duke University, Durham, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Henao+R%22">Henao R</searchLink>; AI Health, Duke University, Durham, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Solomon+M%22">Solomon M</searchLink>; AI Health, Duke University, Durham, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Rogers+U%22">Rogers U</searchLink>; AI Health, Duke University, Durham, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Olson+A%22">Olson A</searchLink>; AI Health, Duke University, Durham, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Fischer+J%22">Fischer J</searchLink>; Department of Community and Family Medicine, Duke University, Durham, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Leo+C%22">Leo C</searchLink>; Department of Medicine/Division of Geriatrics, Duke University, Durham, North Carolina, USA.; Department of Medicine/Division of General Internal Medicine/Hospital Medicine, Duke University, Durham, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Fillenbaum+G%22">Fillenbaum G</searchLink>; Claude D. Pepper Center, Duke University, Durham, North Carolina, USA.; Center for the Study of Aging and Human Development, Duke University, Durham, North Carolina, USA.; Department of Psychiatry and Behavioral Sciences, Duke University, Durham, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Hoenig+H%22">Hoenig H</searchLink>; Department of Medicine/Division of Geriatrics, Duke University, Durham, North Carolina, USA.; Geriatric Research Education Clinical Center, Durham Veteran Affairs Health Care System, Durham, North Carolina, USA.; Claude D. Pepper Center, Duke University, Durham, North Carolina, USA.; Center for the Study of Aging and Human Development, Duke University, Durham, North Carolina, USA.; Physical Medicine & Rehabilitation Service, Durham Veteran Affairs Health Care System, Durham, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Casarett+D%22">Casarett D</searchLink>; Department of Medicine/Division of General Internal Medicine/Palliative Care, Duke University, Durham, North Carolina, USA.
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  Data: <searchLink fieldCode="JN" term="%227503062%22">Journal of the American Geriatrics Society</searchLink> [J Am Geriatr Soc] 2023 Sep; Vol. 71 (9), pp. 2822-2833. <i>Date of Electronic Publication: </i>2023 May 17.
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        Value: 10.1111/jgs.18383
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              Text: 2023 Sep
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