Directed Acyclic Graphs in Decision-Analytic Modeling: Bridging Causal Inference and Effective Model Design in Medical Decision Making.

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Title: Directed Acyclic Graphs in Decision-Analytic Modeling: Bridging Causal Inference and Effective Model Design in Medical Decision Making.
Authors: Dijk SW; Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands.; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands.; Department of Gastroenterology and Hepatology, HagaZiekenhuis, The Hague, The Netherlands.; Department of Radiology, Elisabeth-Tweesteden Ziekenhuis, Tilburg, The Netherlands., Korf M; Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands., Labrecque JA; Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands., Pandya A; Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, USA., Ferket BS; Institute for Healthcare Delivery Science, Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA., Hallsson LR; Department of Public Health, Health Services Research and Health Technology Assessment, UMIT TIROL - University for Health Sciences and Technology, Hall in Tirol, Austria., Wong JB; Division of Clinical Decision Making, Tufts Medical Center, Boston, USA., Siebert U; Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, USA.; Department of Public Health, Health Services Research and Health Technology Assessment, UMIT TIROL - University for Health Sciences and Technology, Hall in Tirol, Austria.; Institute for Technology Assessment and Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, USA., Hunink MGM; Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands.; Department of Radiology and Nuclear Medicine, Erasmus MC University Medical Center, Rotterdam, The Netherlands.; Center for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, USA.
Source: Medical decision making : an international journal of the Society for Medical Decision Making [Med Decis Making] 2025 Apr; Vol. 45 (3), pp. 223-231. Date of Electronic Publication: 2025 Jan 23.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Sage Publications Country of Publication: United States NLM ID: 8109073 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1552-681X (Electronic) Linking ISSN: 0272989X NLM ISO Abbreviation: Med Decis Making Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1552-681X
DOI:10.1177/0272989X241310898