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. |
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| 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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