MedFactEval and MedAgentBrief: A Framework and Workflow for Generating and Evaluating Factual Clinical Summaries.

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Title: MedFactEval and MedAgentBrief: A Framework and Workflow for Generating and Evaluating Factual Clinical Summaries.
Authors: Grolleau F; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA, grolleau@stanford.edu., Alsentzer E; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Keyes T; Stanford Health Care, Palo Alto, CA, USA., Chung P; Department of Anesthesiology and Pain Medicine, Stanford Medicine, Stanford, CA, USA., Swaminathan A; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA., Aali A; Department of Radiology, Stanford University, Stanford, CA, USA., Hom J; Department of Medicine, Stanford University, Stanford, CA, USA., Huynh T; Department of Medicine, Stanford University, Stanford, CA, USA., Lew T; Department of Medicine, Stanford University, Stanford, CA, USA., Liang A; Department of Medicine, Stanford University, Stanford, CA, USA., Chu W; Department of Medicine, Stanford University, Stanford, CA, USA., Steele N; Department of Medicine, Stanford University, Stanford, CA, USA., Lin C; Department of Medicine, Stanford University, Stanford, CA, USA., Yang J; Department of Medicine, Stanford University, Stanford, CA, USA., Black K; Department of Medicine, Stanford University, Stanford, CA, USA., Ma S; Department of Medicine, Stanford University, Stanford, CA, USA., Haredasht FN; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA., Shah NH; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA2Department of Biomedical Data Science, Stanford University, Stanford, CA, USA7Department of Medicine, Stanford University, Stanford, CA, USA., Schulman K; Stanford Clinical Excellence Research Center, Stanford University, Stanford, CA, USA7Department of Medicine, Stanford University, Stanford, CA, USA., Chen JH; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA6Stanford Clinical Excellence Research Center, Stanford University, Stanford, CA, USA7Department of Medicine, Stanford University, Stanford, CA, USA.
Source: Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing [Pac Symp Biocomput] 2026; Vol. 31, pp. 388-399.
Publication Type: Journal Article
Journal Info: Publisher: World Scientific Country of Publication: United States NLM ID: 9711271 Publication Model: Print Cited Medium: Internet ISSN: 2335-6936 (Electronic) Linking ISSN: 23356928 NLM ISO Abbreviation: Pac Symp Biocomput Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: MedFactEval and MedAgentBrief: A Framework and Workflow for Generating and Evaluating Factual Clinical Summaries.
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  Data: <searchLink fieldCode="AU" term="%22Grolleau+F%22">Grolleau F</searchLink>; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA, grolleau@stanford.edu.<br /><searchLink fieldCode="AU" term="%22Alsentzer+E%22">Alsentzer E</searchLink>; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Keyes+T%22">Keyes T</searchLink>; Stanford Health Care, Palo Alto, CA, USA.<br /><searchLink fieldCode="AU" term="%22Chung+P%22">Chung P</searchLink>; Department of Anesthesiology and Pain Medicine, Stanford Medicine, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Swaminathan+A%22">Swaminathan A</searchLink>; Department of Biomedical Data Science, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Aali+A%22">Aali A</searchLink>; Department of Radiology, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Hom+J%22">Hom J</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Huynh+T%22">Huynh T</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Lew+T%22">Lew T</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Liang+A%22">Liang A</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Chu+W%22">Chu W</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Steele+N%22">Steele N</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Lin+C%22">Lin C</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Yang+J%22">Yang J</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Black+K%22">Black K</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Ma+S%22">Ma S</searchLink>; Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Haredasht+FN%22">Haredasht FN</searchLink>; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Shah+NH%22">Shah NH</searchLink>; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA2Department of Biomedical Data Science, Stanford University, Stanford, CA, USA7Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Schulman+K%22">Schulman K</searchLink>; Stanford Clinical Excellence Research Center, Stanford University, Stanford, CA, USA7Department of Medicine, Stanford University, Stanford, CA, USA.<br /><searchLink fieldCode="AU" term="%22Chen+JH%22">Chen JH</searchLink>; Center for Biomedical Informatics Research, Stanford University, Stanford, CA, USA6Stanford Clinical Excellence Research Center, Stanford University, Stanford, CA, USA7Department of Medicine, Stanford University, Stanford, CA, USA.
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  Data: <searchLink fieldCode="JN" term="%229711271%22">Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing</searchLink> [Pac Symp Biocomput] 2026; Vol. 31, pp. 388-399.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22World+Scientific%22">World Scientific </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9711271 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>2335-6936 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2223356928%22">23356928 </searchLink><i>NLM ISO Abbreviation: </i>Pac Symp Biocomput <i>Subsets: </i>MEDLINE
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