Removing Adversarial Noise in X-ray Images via Total Variation Minimization and Patch-Based Regularization for Robust Deep Learning-based Diagnosis.

Deep learning has significantly advanced the field of radiology-based disease diagnosis, offering enhanced accuracy and efficiency in detecting various medical conditions through the analysis of complex medical images such as X-rays. This technology's ability to discern subtle patterns and anomalies...

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Bibliographic Details
Published in:Journal of Digital Imaging Vol. 37; no. 6; pp. 3282 - 3304
Main Authors: Sheikh, Burhan Ul Haque, Zafar, Aasim
Format: algorithm diagnostic images equations & formulas pictorial tables/charts Journal Article
Published: Springer Nature Dec2024
Online Access:View this record in EBSCOhost