Balancing Performance and Interpretability in Medical Image Analysis: Case study of Osteopenia.

Multiple studies within the medical field have highlighted the remarkable effectiveness of using convolutional neural networks for predicting medical conditions, sometimes even surpassing that of medical professionals. Despite their great performance, convolutional neural networks operate as black b...

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Bibliographic Details
Published in:Journal of Imaging Informatics in Medicine Vol. 38; no. 1; pp. 177 - 191
Main Authors: Mikulić, Mateo, Vičević, Dominik, Nagy, Eszter, Napravnik, Mateja, Štajduhar, Ivan, Tschauner, Sebastian, Hržić, Franko
Format: diagnostic images pictorial tables/charts Journal Article
Published: Springer Nature Feb2025
Online Access:View this record in EBSCOhost