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algorithmic-auditing

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riyashet-hds / dr-algorithmic-audit

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Systematic safety audit of a ResNet-50 diabetic retinopathy classifier using the Medical Algorithmic Audit framework (Liu et al., 2022). Included error analysis, subgroup testing, adversarial robustness, and FMEA risk scoring on the APTOS 2019 dataset.

deep-learning pytorch fairness ophthalmology diabetic-retinopathy-detection resnet-50 explainable-ai gradcam medical-ai algorithmic-auditing retinal-imaging
  • Updated Mar 6, 2026
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