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Musculoskeletal radiologist-level performance by using deep learning for detection of scaphoid fractures on conventional multi-view radiographs of hand and wrist.

Nils HendrixWard HendrixKees van DijkeBas MareschMario MaasStijn BollenAlexander ScholtensMilko de JongeLee-Ling Sharon OngBram van GinnekenMatthieu Rutten
Published in: European radiology (2022)
• An artificial intelligence algorithm automatically detects scaphoid fractures on conventional multi-view radiographs at the same level of five experienced musculoskeletal radiologists. • There is preliminary evidence that automated scaphoid fracture detection can significantly shorten the reading time of musculoskeletal radiologists.
Keyphrases
  • artificial intelligence
  • deep learning
  • machine learning
  • big data
  • convolutional neural network
  • loop mediated isothermal amplification
  • label free
  • real time pcr
  • working memory
  • high throughput
  • neural network