Universal Adversarial Framework to Improve Adversarial Robustness for Diabetic Retinopathy Detection

Diabetic Retinopathy (DR) is a prevalent illness associated with Diabetes which, if left untreated, can result in irreversible blindness. Deep Learning based systems are gradually being introduced as automated support for clinical diagnosis. Since healthcare has always been an extremely important do...

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Veröffentlicht in:	arXiv.org 2023-12
Hauptverfasser:	Mukherjee, Samrat, Bandyopadhyay, Dibyanayan, Gain, Baban, Ekbal, Asif
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Diabetes Diabetic retinopathy Image classification Machine learning Performance degradation
Online-Zugang:	Volltext
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