Development and Evaluation of Machine Learning in Whole-Body Magnetic Resonance Imaging for Detecting Metastases in Patients With Lung or Colon Cancer: A Diagnostic Test Accuracy Study.
第一作者:
Andrea G,Rockall
第一单位:
From the Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom (A.G.R., X.L., I.L., T.D.B., N.B., G.J.W., N.S., A.L., A.H., E.O.A.); Imaging Department, Imperial College Healthcare NHS Trust, London, United Kingdom (A.G.R., T.D.B., N.B., A.S., J.B., A.F., N.S., K.W., A.L., J.R., M.S.); Imperial Clinical Trials Unit, Imperial College London, London, United Kingdom (N.J., S.S., A.T.P., J.W., X.L.); Centre for Medical Imaging, University College London, London, United Kingdom (S.P., H.S., A.P., S.T.); Department of Radiology, University College London Hospital, London, United Kingdom (S.P., H.S., A.P., S.T.); Cancer Imaging, School of Biomedical Engineering & Imaging Sciences, King's College London and Department of Radiology, Guy's & St Thomas' Hospitals NHS Foundation Trust, London, United Kingdom (V.G., C.K.-M.); Department of Biomedical Imaging and Image-Guided Therapy, Medical University of Vienna, Vienna General Hospital, Vienna, Austria (G.J.W.); Royal Marsden NHS Foundation Trust and The Institute of Cancer Research, London, United Kingdom (D.-M.K., C.M., N.T., N.S., C.K.-M., K.N.D.P.); Cancer Research UK and University College London Cancer Trials Unit, London, United Kingdom (K.R.); Faculty of Engineering, Department of Computing, Imperial College London, London, United Kingdom (Q.D., B.G.); King's Cancer Prevention Group, School of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom (J.W.); Department of Radiology, Homerton NHS Foundation Trust, London, United Kingdom (P.B.); Paul Strickland Scanner Centre, Mount Vernon Hospital (H.S.); Department of Radiology, The Hillingdon Hospitals NHS Foundation Trust, London, United Kingdom (H.S.); Thirlestaine Breast Centre, Gloucestershire Hospitals NHS Foundation Trust, London, United Kingdom (S.V.); and Nightingale-Saunders Clinical Trials & Epidemiology Unit, King's Clinical Trials Unit, London, United Kingdom (A.T.P.).
作者:
主题词
人类(Humans);磁共振成像(Magnetic Resonance Imaging);回顾性研究(Retrospective Studies);全身成像(Whole Body Imaging);肺(Lung);肺肿瘤(Lung Neoplasms);结肠肿瘤(Colonic Neoplasms);敏感性与特异性(Sensitivity and Specificity);诊断试验, 常规(Diagnostic Tests, Routine)
DOI
10.1097/RLI.0000000000000996
PMID
37358356
发布时间
2024-01-04
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Investigative radiology
823-831页
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