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AI in Palliative Care: A Scoping Review of Foundational Gaps and Future Directions for Responsible Innovation.

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Title: AI in Palliative Care: A Scoping Review of Foundational Gaps and Future Directions for Responsible Innovation.
Authors: Bozkurt S; Department of Biomedical Informatics (S.B., I.K., C.D.C.), Emory University, Atlanta, Georgia, USA; Division of Palliative Medicine (S.B., R.P., T.Q., D.K.), Department of Family and Preventive Medicine, Emory University, Atlanta, Georgia, USA; Center for Ethics (S.B.), Emory University, Atlanta, Georgia, USA. Electronic address: selen.bozkurt@emory.edu., Fereydooni S; Yale School of Medicine (S.F.), New Haven, Connecticut, USA., Kar I; Department of Biomedical Informatics (S.B., I.K., C.D.C.), Emory University, Atlanta, Georgia, USA; Department of Biostatistics (I.K.), Ankara University, Ankara, Turkiye., Chalmers CD; Department of Biomedical Informatics (S.B., I.K., C.D.C.), Emory University, Atlanta, Georgia, USA., Leslie SL; Woodruff Health Sciences Center Library (S.L.), Emory University, Atlanta, Georgia, USA., Pathak R; Division of Palliative Medicine (S.B., R.P., T.Q., D.K.), Department of Family and Preventive Medicine, Emory University, Atlanta, Georgia, USA., Walling AM; Department of Medicine (A.M.W.), Veterans Affairs Greater Los Angeles Health System, Los Angeles, California, USA; Department of Medicine (A.M.W.), University of California, Los Angeles, California, USA., Lindvall C; Harvard Medical School (C.L.), Boston, Massachusetts, USA; Department of Informatics and Analytics (C.L.), Dana-Farber Cancer Institute, Boston, Massachusetts, USA; Department of Medicine (C.L.), Brigham and Women's Hospital, Boston, Massachusetts, USA; Department of Psychosocial Oncology and Palliative Care (C.L.), Dana-Farber Cancer Institute, Boston, Massachusetts, USA., Lorenz K; Primary Care and Population Health, School of Medicine (K.L., K.G.), Stanford University, Stanford, California, USA; Center for Innovation to Implementation (K.L., K.G.), Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA., Parikh R; Department of Hematology and Medical Oncology (R.P.), Emory University School of Medicine, Atlanta., Quest T; Division of Palliative Medicine (S.B., R.P., T.Q., D.K.), Department of Family and Preventive Medicine, Emory University, Atlanta, Georgia, USA., Giannitrapani K; Primary Care and Population Health, School of Medicine (K.L., K.G.), Stanford University, Stanford, California, USA; Center for Innovation to Implementation (K.L., K.G.), Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA., Kavalieratos D; Division of Palliative Medicine (S.B., R.P., T.Q., D.K.), Department of Family and Preventive Medicine, Emory University, Atlanta, Georgia, USA.
Source: Journal of pain and symptom management [J Pain Symptom Manage] 2025 Dec; Vol. 70 (6), pp. e394-e418. Date of Electronic Publication: 2025 Aug 21.
Publication Type: Journal Article; Scoping Review
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 8605836 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-6513 (Electronic) Linking ISSN: 08853924 NLM ISO Abbreviation: J Pain Symptom Manage Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Bozkurt+S%22">Bozkurt S</searchLink>; Department of Biomedical Informatics (S.B., I.K., C.D.C.), Emory University, Atlanta, Georgia, USA; Division of Palliative Medicine (S.B., R.P., T.Q., D.K.), Department of Family and Preventive Medicine, Emory University, Atlanta, Georgia, USA; Center for Ethics (S.B.), Emory University, Atlanta, Georgia, USA. Electronic address: selen.bozkurt@emory.edu.<br /><searchLink fieldCode="AU" term="%22Fereydooni+S%22">Fereydooni S</searchLink>; Yale School of Medicine (S.F.), New Haven, Connecticut, USA.<br /><searchLink fieldCode="AU" term="%22Kar+I%22">Kar I</searchLink>; Department of Biomedical Informatics (S.B., I.K., C.D.C.), Emory University, Atlanta, Georgia, USA; Department of Biostatistics (I.K.), Ankara University, Ankara, Turkiye.<br /><searchLink fieldCode="AU" term="%22Chalmers+CD%22">Chalmers CD</searchLink>; Department of Biomedical Informatics (S.B., I.K., C.D.C.), Emory University, Atlanta, Georgia, USA.<br /><searchLink fieldCode="AU" term="%22Leslie+SL%22">Leslie SL</searchLink>; Woodruff Health Sciences Center Library (S.L.), Emory University, Atlanta, Georgia, USA.<br /><searchLink fieldCode="AU" term="%22Pathak+R%22">Pathak R</searchLink>; Division of Palliative Medicine (S.B., R.P., T.Q., D.K.), Department of Family and Preventive Medicine, Emory University, Atlanta, Georgia, USA.<br /><searchLink fieldCode="AU" term="%22Walling+AM%22">Walling AM</searchLink>; Department of Medicine (A.M.W.), Veterans Affairs Greater Los Angeles Health System, Los Angeles, California, USA; Department of Medicine (A.M.W.), University of California, Los Angeles, California, USA.<br /><searchLink fieldCode="AU" term="%22Lindvall+C%22">Lindvall C</searchLink>; Harvard Medical School (C.L.), Boston, Massachusetts, USA; Department of Informatics and Analytics (C.L.), Dana-Farber Cancer Institute, Boston, Massachusetts, USA; Department of Medicine (C.L.), Brigham and Women's Hospital, Boston, Massachusetts, USA; Department of Psychosocial Oncology and Palliative Care (C.L.), Dana-Farber Cancer Institute, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Lorenz+K%22">Lorenz K</searchLink>; Primary Care and Population Health, School of Medicine (K.L., K.G.), Stanford University, Stanford, California, USA; Center for Innovation to Implementation (K.L., K.G.), Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA.<br /><searchLink fieldCode="AU" term="%22Parikh+R%22">Parikh R</searchLink>; Department of Hematology and Medical Oncology (R.P.), Emory University School of Medicine, Atlanta.<br /><searchLink fieldCode="AU" term="%22Quest+T%22">Quest T</searchLink>; Division of Palliative Medicine (S.B., R.P., T.Q., D.K.), Department of Family and Preventive Medicine, Emory University, Atlanta, Georgia, USA.<br /><searchLink fieldCode="AU" term="%22Giannitrapani+K%22">Giannitrapani K</searchLink>; Primary Care and Population Health, School of Medicine (K.L., K.G.), Stanford University, Stanford, California, USA; Center for Innovation to Implementation (K.L., K.G.), Veterans Affairs Palo Alto Health Care System, Palo Alto, California, USA.<br /><searchLink fieldCode="AU" term="%22Kavalieratos+D%22">Kavalieratos D</searchLink>; Division of Palliative Medicine (S.B., R.P., T.Q., D.K.), Department of Family and Preventive Medicine, Emory University, Atlanta, Georgia, USA.
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              Text: 2025 Dec
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