ACR appropriateness criteria acute hip pain-suspected fracture.

By R. Ward, B. Weissman, M. Kransdorf, R. Adler, M. Appel, Laura W. Bancroft, S. Bernard, Michael A. Bruno, I. B. Fries, W. Morrison and 5 more. 2014

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Deep learning predicts hip fracture using confounding patient and healthcare variables (2018, methodology): “First, we did not have gold standard images: plain film radiology is the first line of the diagnostic work-up, but not the gold standard imaging modality for hip fracture detection.(3) Second, our labels have limited accuracy: we used natural language processing to automatically infer the presence o”