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Image Resolution Affects The Performance Of Deep Learning Algorithms In Detecting Calcaneus Fractures On X-ray

Nicholas J. Yee1,4,5,6, Atta Taseh1, Samir Ghandour1, Mansur Halai3,4, Cari Whyne4,5,6, Christopher W. DiGiovanni1,2, John Y. Kwon1,2, Soheil Ashkani-Esfahani1,2

1Foot & Ankle Research and Innovation Lab, Department of Orthopaedic Surgery, Mass General Brigham, Harvard Medical School, Boston, MA, 2Foot and Ankle Division, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 3Division of Orthopaedic Surgery, St. Michael's Hospital, University of Toronto, Toronto, ON, 4Division of Orthopaedic Surgery, Department of Surgery, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, 5Institute of Biomedical Engineering, Faculty of Applied Science and Engineering, University of Toronto, Toronto, ON, 6Orthopaedic Biomechanics Lab, Holland Bone and Joint Program, Sunnybrook Research Institute, University of Toronto, Toronto, ON

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