Development and Validation of a Convolutional Neural Network for Automated Detection of Scaphoid Fractures on Conventional Radiographs.
Nils HendrixErnst ScholtenBastiaan VernhoutStefan BruijnenBas MareschMathijn D F de JongSuzanne DiepstratenStijn M BollenSteven SchalekampMaarten de RooijAlexander ScholtensWard HendrixTijs SamsonLee-Ling Sharon OngEric PostmaBram van GinnekenMatthieu RuttenPublished in: Radiology. Artificial intelligence (2021)
The developed CNN achieved radiologist-level performance in detecting scaphoid bone fractures on conventional radiographs of the hand, wrist, and scaphoid.Keywords: Convolutional Neural Network (CNN), Deep Learning Algorithms, Machine Learning Algorithms, Feature Detection-Vision-Application Domain, Computer-Aided DiagnosisSee also the commentary by Li and Torriani in this issue.Supplemental material is available for this article.©RSNA, 2021.