Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning.
Justin D KrogueKaiyang V ChengKevin M HwangPaul ToogoodEric G MeinbergErik J GeigerMusa ZaidKevin C McGillRina PatelJae Ho SohnAlexandra WrightBryan F DargerKevin Andrew PadrezEugene OzhinskySharmila MajumdarValentina PedoiaPublished in: Radiology. Artificial intelligence (2020)
A deep learning model identified and classified hip fractures with expert-level performance, at the very least, and when used as an aid, improved human performance, with aided resident performance approximating that of unaided fellowship-trained attending physicians.Supplemental material is available for this article.© RSNA, 2020.