Robustness of Deep Networks for Mammography: Replication Across Public Datasets.

Deep neural networks have demonstrated promising performance in screening mammography with recent studies reporting performance at or above the level of trained radiologists on internal datasets. However, it remains unclear whether the performance of these trained models is robust and replicates acr...

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Bibliographic Details
Published in:Journal of Digital Imaging Vol. 37; no. 2; pp. 536 - 547
Main Authors: Velarde, Osvaldo M., Lin, Clarissa, Eskreis-Winkler, Sarah, Parra, Lucas C.
Format: pictorial research tables/charts Journal Article
Published: Springer Nature Apr2024
Online Access:View this record in EBSCOhost