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Using a Large Language Model for Postdeployment Monitoring of FDA-Approved Artificial Intelligence: Pulmonary Embolism Detection Use Case.

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第一作者： Vera,Sorin

第一单位： Department of Radiology, Mayo Clinic College of Medicine and Science, Mayo Clinic, Rochester, Minnesota. Electronic address: Sorin.Vera@mayo.edu.

作者： Vera,Sorin ^[1] ; Panagiotis,Korfiatis ^[2] ; Alex K,Bratt ^[3] ; Tim,Leiner ^[4] ; Christoph,Wald ^[5] ; Crystal,Butler ^[2] ; Cole J,Cook ^[2] ; Timothy L,Kline ^[2] ; Jeremy D,Collins ^[6]

作者单位： Department of Radiology, Mayo Clinic College of Medicine and Science, Mayo Clinic, Rochester, Minnesota. Electronic address: Sorin.Vera@mayo.edu. ^[1] Department of Radiology, Mayo Clinic College of Medicine and Science, Mayo Clinic, Rochester, Minnesota. ^[2] Department of Radiology, Mayo Clinic College of Medicine and Science, Mayo Clinic, Rochester, Minnesota; Chair, Thoracic Division, Department of Radiology, Mayo Clinic, Rochester, Minnesota. ^[3] Department of Radiology, Mayo Clinic College of Medicine and Science, Mayo Clinic, Rochester, Minnesota; Medical Director, Artificial Intelligence for Cardiovascular Imaging Research and Exploration Program, Mayo Clinic, Rochester, Minnesota. ^[4] Department of Radiology, Mayo Clinic College of Medicine and Science, Mayo Clinic, Rochester, Minnesota; Chair, ACR Informatics Commission; Vice Chair, ACR Board of Chancellors. ^[5] Department of Radiology, Mayo Clinic College of Medicine and Science, Mayo Clinic, Rochester, Minnesota; Chair, Informatics Division, Department of Radiology, Mayo Clinic, Rochester, Minnesota; Medical Director, Advanced Imaging Post-Processing Lab, Mayo Clinic, Rochester, Minnesota. Electronic address: Collins.Jeremy@mayo.edu. ^[6]

关键词 AI LLM postdeployment monitoring postproduction monitoring ppm quality assurance

医学主题词肺栓塞(Pulmonary Embolism);人类(Humans);回顾性研究(Retrospective Studies);人工智能(Artificial Intelligence);美国(United States);敏感性与特异性(Sensitivity and Specificity);质量保证, 卫生保健(Quality Assurance, Health Care)

DOI 10.1016/j.jacr.2025.06.036

PMID 40602699

发布时间 2026-06-07

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