Optimizing the Accuracy of Natural Language Processing Tools for Pulmonary Embolism Detection Through Integration with Claims Data: The PE-EHR+ Study.
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| Title: | Optimizing the Accuracy of Natural Language Processing Tools for Pulmonary Embolism Detection Through Integration with Claims Data: The PE-EHR+ Study. |
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| Authors: | Rashedi S; Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States., Bukhari S; Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, Maryland, United States., Krishnathasan D; Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States., Khairani CD; Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States., Bejjani A; Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.; Department of Internal Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States., Pfeferman MB; Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States., Malejczyk J; Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States., Zarghami M; Jamaica Hospital Medical Center, Queens, New York, United States., Secemsky EA; Division of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.; Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States.; Harvard Medical School, Boston, Massachusetts, United States., Rahaghi FN; Division of Pulmonary and Critical Care, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States., Hussain MA; Division of Vascular and Endovascular Surgery and the Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States., Mojibian H; Department of Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut, United States., Goldhaber SZ; Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.; Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States., Jiménez D; Respiratory Department, Hospital Ramón y Cajal and Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain.; Medicine Department, Universidad de Alcalá, Campus Científico-Tecnológico, Crta. de Madrid-Barcelona, Madrid, Spain.; CIBER Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain., Monreal M; Cátedra de Enfermedad Tromboembólica, Universidad Católica San Antonio de Murcia, Spain., Yang R; YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States., Zhou L; YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States., Piazza G; Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.; Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States., Krumholz HM; YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States.; Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, United States.; Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut, United States., Wang L; Division of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States., Bikdeli B; Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.; Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States.; Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut, United States. |
| Source: | Thrombosis and haemostasis [Thromb Haemost] 2026 Feb 09. Date of Electronic Publication: 2026 Feb 09. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Thieme Country of Publication: Germany NLM ID: 7608063 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2567-689X (Electronic) Linking ISSN: 03406245 NLM ISO Abbreviation: Thromb Haemost Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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