AI fairness Advancing AI Fairness: How Neural Networks Improve Skin Tone Estimation for Dermatoscopic Analysis Discover how neural networks, supervised by colorimeter data, are revolutionizing skin tone estimation from dermatoscopic images to enhance AI fairness in dermatology and beyond.
AI fairness Ensuring Ethical AI: A Pipeline for Causal Fairness in Healthcare Data Explore a novel pipeline for detecting and mitigating path-specific causal bias in AI models for healthcare, ensuring equitable outcomes and informed decision-making.
