Multisite Real-World Validation of an Electronic Health Record-Integrated Generative Artificial Intelligence Tool for Venous Thromboembolism Risk Stratification.
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| Title: | Multisite Real-World Validation of an Electronic Health Record-Integrated Generative Artificial Intelligence Tool for Venous Thromboembolism Risk Stratification. |
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| Authors: | Baughman DJ; Biomedical Informatics and Data Science, Johns Hopkins School of Medicine, Baltimore, MD., Liu S; Biomedical Informatics and Data Science, Johns Hopkins School of Medicine, Baltimore, MD., Jee S; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD., Young C; Health IT, Johns Hopkins Medicine, Baltimore, MD., Knight AM; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD., Davis A; Department of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD., Yegnasubramanian S; inHealth Precision Medicine, Johns Hopkins Medicine, Baltimore, MD.; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD., Kachalia A; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD., Najjar P; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD.; Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD., Whitbread JJ Jr; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD.; Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD., Ahumada L; Johns Hopkins University School of Medicine, Baltimore, MD.; Center for Pediatric Data Science and Analytic Methodology, Johns Hopkins All Children's Hospital, St. Petersburg, FL., Chused A; Department of Medicine, Johns Hopkins Sibley Memorial Hospital, Washington, DC., Haut ER; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD.; Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD.; Department of Anesthesiology and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD.; Department of Emergency Medicine, Johns Hopkins School of Medicine, Baltimore, MD.; Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD., Lau BD; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD.; Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD.; Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins School of Medicine, Baltimore, MD.; Welch Center for Prevention, Epidemiology, and Clinical Research, Baltimore, MD., Sridharan A; Department of Medicine, Johns Hopkins Howard County General Hospital, Columbia, MD., Streiff M; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD.; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD., Aziz KB; Biomedical Informatics and Data Science, Johns Hopkins School of Medicine, Baltimore, MD.; inHealth Precision Medicine, Johns Hopkins Medicine, Baltimore, MD.; Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, MD. |
| Source: | MedRxiv : the preprint server for health sciences [medRxiv] 2026 Jul 05. Date of Electronic Publication: 2026 Jul 05. |
| Publication Type: | Journal Article; Preprint |
| Journal Info: | Country of Publication: United States NLM ID: 101767986 Publication Model: Electronic Cited Medium: Internet NLM ISO Abbreviation: medRxiv Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42396314 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Multisite Real-World Validation of an Electronic Health Record-Integrated Generative Artificial Intelligence Tool for Venous Thromboembolism Risk Stratification. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Baughman+DJ%22">Baughman DJ</searchLink>; Biomedical Informatics and Data Science, Johns Hopkins School of Medicine, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Liu+S%22">Liu S</searchLink>; Biomedical Informatics and Data Science, Johns Hopkins School of Medicine, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Jee+S%22">Jee S</searchLink>; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Young+C%22">Young C</searchLink>; Health IT, Johns Hopkins Medicine, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Knight+AM%22">Knight AM</searchLink>; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Davis+A%22">Davis A</searchLink>; Department of Pulmonary and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Yegnasubramanian+S%22">Yegnasubramanian S</searchLink>; inHealth Precision Medicine, Johns Hopkins Medicine, Baltimore, MD.; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins School of Medicine, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Kachalia+A%22">Kachalia A</searchLink>; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Najjar+P%22">Najjar P</searchLink>; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD.; Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Whitbread+JJ+Jr%22">Whitbread JJ Jr</searchLink>; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD.; Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Ahumada+L%22">Ahumada L</searchLink>; Johns Hopkins University School of Medicine, Baltimore, MD.; Center for Pediatric Data Science and Analytic Methodology, Johns Hopkins All Children's Hospital, St. Petersburg, FL.<br /><searchLink fieldCode="AU" term="%22Chused+A%22">Chused A</searchLink>; Department of Medicine, Johns Hopkins Sibley Memorial Hospital, Washington, DC.<br /><searchLink fieldCode="AU" term="%22Haut+ER%22">Haut ER</searchLink>; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD.; Department of Surgery, Johns Hopkins School of Medicine, Baltimore, MD.; Department of Anesthesiology and Critical Care Medicine, Johns Hopkins School of Medicine, Baltimore, MD.; Department of Emergency Medicine, Johns Hopkins School of Medicine, Baltimore, MD.; Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Lau+BD%22">Lau BD</searchLink>; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD.; Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD.; Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins School of Medicine, Baltimore, MD.; Welch Center for Prevention, Epidemiology, and Clinical Research, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Sridharan+A%22">Sridharan A</searchLink>; Department of Medicine, Johns Hopkins Howard County General Hospital, Columbia, MD.<br /><searchLink fieldCode="AU" term="%22Streiff+M%22">Streiff M</searchLink>; Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD.; Armstrong Institute for Patient Safety and Quality, Johns Hopkins Medicine, Baltimore, MD.<br /><searchLink fieldCode="AU" term="%22Aziz+KB%22">Aziz KB</searchLink>; Biomedical Informatics and Data Science, Johns Hopkins School of Medicine, Baltimore, MD.; inHealth Precision Medicine, Johns Hopkins Medicine, Baltimore, MD.; Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, MD. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101767986%22">MedRxiv : the preprint server for health sciences</searchLink> [medRxiv] 2026 Jul 05. <i>Date of Electronic Publication: </i>2026 Jul 05. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Preprint – Name: TitleSource Label: Journal Info Group: Src Data: <i>Country of Publication: </i>United States <i>NLM ID: </i>101767986 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>NLM ISO Abbreviation: </i>medRxiv <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42396314 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.64898/2026.06.17.26355819 Languages: – Code: eng Text: English Titles: – TitleFull: Multisite Real-World Validation of an Electronic Health Record-Integrated Generative Artificial Intelligence Tool for Venous Thromboembolism Risk Stratification. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Baughman DJ – PersonEntity: Name: NameFull: Liu S – PersonEntity: Name: NameFull: Jee S – PersonEntity: Name: NameFull: Young C – PersonEntity: Name: NameFull: Knight AM – PersonEntity: Name: NameFull: Davis A – PersonEntity: Name: NameFull: Yegnasubramanian S – PersonEntity: Name: NameFull: Kachalia A – PersonEntity: Name: NameFull: Najjar P – PersonEntity: Name: NameFull: Whitbread JJ Jr – PersonEntity: Name: NameFull: Ahumada L – PersonEntity: Name: NameFull: Chused A – PersonEntity: Name: NameFull: Haut ER – PersonEntity: Name: NameFull: Lau BD – PersonEntity: Name: NameFull: Sridharan A – PersonEntity: Name: NameFull: Streiff M – PersonEntity: Name: NameFull: Aziz KB IsPartOfRelationships: – BibEntity: Dates: – D: 05 M: 07 Text: 2026 Jul 05 Type: published Y: 2026 Titles: – TitleFull: MedRxiv : the preprint server for health sciences Type: main |
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