Assessment of a deep-learning system for fracture detection in musculoskeletal radiographs

Missed fractures are the most common diagnostic error in emergency departments and can lead to treatment delays and long-term disability. Here we show through a multi-site study that a deep-learning system can accurately identify fractures throughout the adult musculoskeletal system. This approach m...

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محفوظ في:
التفاصيل البيبلوغرافية
الحاوية / القاعدة:NPJ Digit Med
المؤلفون الرئيسيون: Jones, Rebecca M., Sharma, Anuj, Hotchkiss, Robert, Sperling, John W., Hamburger, Jackson, Ledig, Christian, O’Toole, Robert, Gardner, Michael, Venkatesh, Srivas, Roberts, Matthew M., Sauvestre, Romain, Shatkhin, Max, Gupta, Anant, Chopra, Sumit, Kumaravel, Manickam, Daluiski, Aaron, Plogger, Will, Nascone, Jason, Potter, Hollis G., Lindsey, Robert V.
التنسيق: Artigo
اللغة:Inglês
منشور في: Nature Publishing Group UK 2020
الموضوعات:
Brief Communication
الوصول للمادة أونلاين:https://ncbi.nlm.nih.gov/pmc/articles/PMC7599208/
https://ncbi.nlm.nih.gov/pubmed/33145440
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-020-00352-w
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