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Natural Language Processing to Assess Palliative Care Processes and Health Care Utilization in Seriously Ill Older Adults with Severe Trauma.

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Title: Natural Language Processing to Assess Palliative Care Processes and Health Care Utilization in Seriously Ill Older Adults with Severe Trauma.
Authors: Hoffman DI; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA.; Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA., Moore S; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA.; Harvard Medical School, Boston, Massachusetts, USA., Ruan M; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA., Tabata-Kelly M; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA.; The Heller School for Social Policy & Management, Brandeis University, Waltham, Massachusetts, USA., Sciacca K; Department of Supportive Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA., Gray TF; Department of Supportive Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.; Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.; School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.; UNC Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina, USA., Lipsitz SR; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA.; Harvard Medical School, Boston, Massachusetts, USA.; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA., Ritchie CS; Harvard Medical School, Boston, Massachusetts, USA.; Division of Palliative Care & Geriatric Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.; Center for Optimal Aging & Serious Illness Research, Massachusetts General Hospital, Boston, Massachusetts, USA., Lindvall C; Harvard Medical School, Boston, Massachusetts, USA.; Department of Supportive Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA., Cooper Z; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA.; Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA.; Harvard Medical School, Boston, Massachusetts, USA.
Source: Journal of palliative medicine [J Palliat Med] 2026 Apr; Vol. 29 (4), pp. 495-502. Date of Electronic Publication: 2025 Dec 12.
Publication Type: Journal Article
Journal Info: Publisher: Mary Ann Liebert, Inc Country of Publication: United States NLM ID: 9808462 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-7740 (Electronic) Linking ISSN: 15577740 NLM ISO Abbreviation: J Palliat Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Hoffman+DI%22">Hoffman DI</searchLink>; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA.; Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Moore+S%22">Moore S</searchLink>; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA.; Harvard Medical School, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Ruan+M%22">Ruan M</searchLink>; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Tabata-Kelly+M%22">Tabata-Kelly M</searchLink>; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA.; The Heller School for Social Policy & Management, Brandeis University, Waltham, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Sciacca+K%22">Sciacca K</searchLink>; Department of Supportive Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Gray+TF%22">Gray TF</searchLink>; Department of Supportive Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.; Phyllis F. Cantor Center for Research in Nursing and Patient Care Services, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.; School of Nursing, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.; UNC Lineberger Comprehensive Cancer Center, Chapel Hill, North Carolina, USA.<br /><searchLink fieldCode="AU" term="%22Lipsitz+SR%22">Lipsitz SR</searchLink>; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA.; Harvard Medical School, Boston, Massachusetts, USA.; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Ritchie+CS%22">Ritchie CS</searchLink>; Harvard Medical School, Boston, Massachusetts, USA.; Division of Palliative Care & Geriatric Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.; Center for Optimal Aging & Serious Illness Research, Massachusetts General Hospital, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Lindvall+C%22">Lindvall C</searchLink>; Harvard Medical School, Boston, Massachusetts, USA.; Department of Supportive Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Cooper+Z%22">Cooper Z</searchLink>; Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts, USA.; Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, USA.; Harvard Medical School, Boston, Massachusetts, USA.
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  Data: <searchLink fieldCode="JN" term="%229808462%22">Journal of palliative medicine</searchLink> [J Palliat Med] 2026 Apr; Vol. 29 (4), pp. 495-502. <i>Date of Electronic Publication: </i>2025 Dec 12.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Mary+Ann+Liebert%2C+Inc%22">Mary Ann Liebert, Inc </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9808462 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1557-7740 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215577740%22">15577740 </searchLink><i>NLM ISO Abbreviation: </i>J Palliat Med <i>Subsets: </i>MEDLINE
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        Value: 10.1177/10966218251405704
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        Text: English
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        StartPage: 495
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      – TitleFull: Natural Language Processing to Assess Palliative Care Processes and Health Care Utilization in Seriously Ill Older Adults with Severe Trauma.
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              Text: 2026 Apr
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              Y: 2026
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