Deep learning accurately classifies elbow joint effusion in adult and pediatric radiographs

Deep learning accurately classifies elbow joint effusion in adult and pediatric radiographs

Abstract Joint effusion due to elbow fractures are common among adults and children. Radiography is the most commonly used imaging procedure to diagnose elbow injuries. The purpose of the study was to investigate the diagnostic accuracy of deep convolutional neural network algorithms in joint effusi...

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Bibliographic Details
Main Authors: Jarno T. Huhtanen, Mikko Nyman, Dorin Doncenco, Maral Hamedian, Davis Kawalya, Leena Salminen, Roberto Blanco Sequeiros, Seppo K. Koskinen, Tomi K. Pudas, Sami Kajander, Pekka Niemi, Jussi Hirvonen, Hannu J. Aronen, Mojtaba Jafaritadi
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-16154-x

Internet

https://doi.org/10.1038/s41598-022-16154-x

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