SURGE-ahead postoperative delirium prediction: external validation and open-source library.

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Title: SURGE-ahead postoperative delirium prediction: external validation and open-source library.
Authors: Kocar TD; Institute for Geriatric Research, AGAPLESION Bethesda Ulm, Ulm University Medical Center, Zollernring 26, 89073, Ulm, Germany. thomas.kocar@uni-ulm.de.; Geriatric Center Ulm, Ulm, Germany. thomas.kocar@uni-ulm.de., Wolf P; Institute of Medical Systems Biology, Ulm University, Ulm, Germany., Leinert C; Institute for Geriatric Research, AGAPLESION Bethesda Ulm, Ulm University Medical Center, Zollernring 26, 89073, Ulm, Germany.; Geriatric Center Ulm, Ulm, Germany., Brefka S; Institute for Geriatric Research, AGAPLESION Bethesda Ulm, Ulm University Medical Center, Zollernring 26, 89073, Ulm, Germany.; Geriatric Center Ulm, Ulm, Germany., Fotteler ML; Digihealth Institute, Neu-Ulm University of Applied Sciences, Neu-Ulm, Germany., Uihlein A; Department of Orthopedic Trauma, Hand, Plastic and Reconstruction Surgery, Ulm University Medical Center, Ulm, Germany., Wezel F; Department of Urology and Pediatric Urology, University Hospital Ulm, Ulm, Germany., Wehling M; Clinical Pharmacology, University of Heidelberg, Mannheim, Germany., Rahbari N; Department of Surgery, Ulm University Hospital, Ulm, Germany., Kestler H; Institute of Medical Systems Biology, Ulm University, Ulm, Germany., Gebhard F; Department of Orthopedic Trauma, Hand, Plastic and Reconstruction Surgery, Ulm University Medical Center, Ulm, Germany., Dallmeier D; Geriatric Center Ulm, Ulm, Germany.; Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA., Denkinger M; Institute for Geriatric Research, AGAPLESION Bethesda Ulm, Ulm University Medical Center, Zollernring 26, 89073, Ulm, Germany.; Geriatric Center Ulm, Ulm, Germany.
Source: European geriatric medicine [Eur Geriatr Med] 2025 Jun; Vol. 16 (3), pp. 851-859. Date of Electronic Publication: 2025 Mar 10.
Publication Type: Journal Article; Validation Study
Journal Info: Publisher: Springer International Publishing Country of Publication: Switzerland NLM ID: 101533694 Publication Model: Print-Electronic Cited Medium: Print ISSN: 1878-7649 (Print) Linking ISSN: 18787649 NLM ISO Abbreviation: Eur Geriatr Med Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Kocar+TD%22">Kocar TD</searchLink>; Institute for Geriatric Research, AGAPLESION Bethesda Ulm, Ulm University Medical Center, Zollernring 26, 89073, Ulm, Germany. thomas.kocar@uni-ulm.de.; Geriatric Center Ulm, Ulm, Germany. thomas.kocar@uni-ulm.de.<br /><searchLink fieldCode="AU" term="%22Wolf+P%22">Wolf P</searchLink>; Institute of Medical Systems Biology, Ulm University, Ulm, Germany.<br /><searchLink fieldCode="AU" term="%22Leinert+C%22">Leinert C</searchLink>; Institute for Geriatric Research, AGAPLESION Bethesda Ulm, Ulm University Medical Center, Zollernring 26, 89073, Ulm, Germany.; Geriatric Center Ulm, Ulm, Germany.<br /><searchLink fieldCode="AU" term="%22Brefka+S%22">Brefka S</searchLink>; Institute for Geriatric Research, AGAPLESION Bethesda Ulm, Ulm University Medical Center, Zollernring 26, 89073, Ulm, Germany.; Geriatric Center Ulm, Ulm, Germany.<br /><searchLink fieldCode="AU" term="%22Fotteler+ML%22">Fotteler ML</searchLink>; Digihealth Institute, Neu-Ulm University of Applied Sciences, Neu-Ulm, Germany.<br /><searchLink fieldCode="AU" term="%22Uihlein+A%22">Uihlein A</searchLink>; Department of Orthopedic Trauma, Hand, Plastic and Reconstruction Surgery, Ulm University Medical Center, Ulm, Germany.<br /><searchLink fieldCode="AU" term="%22Wezel+F%22">Wezel F</searchLink>; Department of Urology and Pediatric Urology, University Hospital Ulm, Ulm, Germany.<br /><searchLink fieldCode="AU" term="%22Wehling+M%22">Wehling M</searchLink>; Clinical Pharmacology, University of Heidelberg, Mannheim, Germany.<br /><searchLink fieldCode="AU" term="%22Rahbari+N%22">Rahbari N</searchLink>; Department of Surgery, Ulm University Hospital, Ulm, Germany.<br /><searchLink fieldCode="AU" term="%22Kestler+H%22">Kestler H</searchLink>; Institute of Medical Systems Biology, Ulm University, Ulm, Germany.<br /><searchLink fieldCode="AU" term="%22Gebhard+F%22">Gebhard F</searchLink>; Department of Orthopedic Trauma, Hand, Plastic and Reconstruction Surgery, Ulm University Medical Center, Ulm, Germany.<br /><searchLink fieldCode="AU" term="%22Dallmeier+D%22">Dallmeier D</searchLink>; Geriatric Center Ulm, Ulm, Germany.; Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Denkinger+M%22">Denkinger M</searchLink>; Institute for Geriatric Research, AGAPLESION Bethesda Ulm, Ulm University Medical Center, Zollernring 26, 89073, Ulm, Germany.; Geriatric Center Ulm, Ulm, Germany.
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  Data: <searchLink fieldCode="JN" term="%22101533694%22">European geriatric medicine</searchLink> [Eur Geriatr Med] 2025 Jun; Vol. 16 (3), pp. 851-859. <i>Date of Electronic Publication: </i>2025 Mar 10.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+International+Publishing%22">Springer International Publishing </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101533694 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>1878-7649 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2218787649%22">18787649 </searchLink><i>NLM ISO Abbreviation: </i>Eur Geriatr Med <i>Subsets: </i>MEDLINE
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              Text: 2025 Jun
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