REVIEWS AND COMMENTARY • REVIEW Preparing Medical Imaging Data for Machine Learning Martin J. Willemink, MD, PhD • Wojciech A. Koszek, MS • Cailin Hardell, MS • Jie Wu, MS • Dominik Fleischmann, MD • Hugh Harvey, MD • Les R. Folio, DO, MPH •...
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REVIEWS AND COMMENTARY • REVIEW Preparing Medical Imaging Data for Machine Learning Martin J. Willemink, MD, PhD • Wojciech A. Koszek, MS • Cailin Hardell, MS • Jie Wu, MS • Dominik Fleischmann, MD • Hugh Harvey, MD • Les R. Folio, DO, MPH • Ronald M. Summers, MD, PhD • Daniel L. Rubin, MD MS • Matthew P. Lungren, MD, MPH From the Department of Radiology, Stanford University School of Medicine, 300 Pasteur Dr, S-072, Stanford, CA 94305-5105 (M.J.W., D.F., D.L.R., M.P.L.); Segmed, Menlo Park, Calif (M.J.W., W.A.K., C.H., J.W.); School of Engineering, Stanford University, Stanford, Calif (J.W.); Institute of Cognitive Neuroscience, University College London, London, England (H.H.); Radiology and Imaging Sciences, National Institutes of Health Clinical Center, Bethesda, Md (L.R.F.); Imag- ing Biomarkers and Computer-Aided Diagnosis Laboratory, National Institutes of Health, Clinical Center, Bethesda, Md (R.M.S.); Department of Biomedical Data Science, Stanford University
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