A deep learning approach for projection and body-side classification in musculoskeletal radiographs

A deep learning approach for projection and body-side classification in musculoskeletal radiographs

Abstract Background The growing prevalence of musculoskeletal diseases increases radiologic workload, highlighting the need for optimized workflow management and automated metadata classification systems. We developed a large-scale, well-characterized dataset of musculoskeletal radiographs and train...

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Bibliographic Details
Main Authors: Anna Fink, Hien Tran, Marco Reisert, Alexander Rau, Jörg Bayer, Elmar Kotter, Fabian Bamberg, Maximilian F. Russe
Format: Article
Language:English
Published: SpringerOpen 2024-02-01
Series:European Radiology Experimental
Subjects:
Artificial intelligence
Bone and bones
Deep learning
Musculoskeletal diseases
Radiography
Online Access:https://doi.org/10.1186/s41747-023-00417-x

Internet

https://doi.org/10.1186/s41747-023-00417-x

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