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adilrasheed139 / Fairness-Auditing-and-Mitigation-in-Dermoscopic-AI-From-Data-Equity-to-Spurious-Localization-Bias

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Fairness Auditing in Dermoscopic AI: Quantified a 55% FNR disparity based on Anatomical Localization (Spurious Bias Audit). Focus on Disentangled Representation learning for Equitable AI.

computer-vision deep-learning deep-learning-framework medical-image-analysis bias-detection algorithmic-fairness efficientnet ham10000 efficientnetb0 trustworthy-ai spurious-correlation dermatology-ai fairness-in-ai disentangled-representation-learning
  • Updated Dec 17, 2025
  • Jupyter Notebook

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