Computer methods and programs in biomedicineDeep LearningHumansAlgorithmsDiagnostic ImagingImage Processing
Dual adversarial attacks on Explainable Deep Learning in medical image classification.
Wanman Li, Wan Mohd Nazmee Wan Zainon
Published: 202610.1016/j.cmpb.2025.109125
Abstract
BACKGROUND AND OBJECTIVE: Explainable Deep Learning (XDL) can enhance clinicians' trust in medical image classification by providing interpretable explanations alongside accurate predictions. However, recent studies have shown that XDL models remain…
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