Explainable AI Boosting Trust in Healthcare AI: A Hybrid Explainable AI Approach for Maternal Health Explore how a hybrid Explainable AI (XAI) framework, combining fuzzy logic and SHAP, builds clinician trust for maternal health risk assessment, offering practical insights for healthcare digital transformation.
AI knowledge discovery AI-Powered Knowledge Discovery: Securely Unlocking Insights with Local Language Models and RAG Explore how Retrieval-Augmented Generation (RAG) and specialized AI models enable secure, local knowledge discovery in sensitive environments like healthcare, ensuring data privacy.
Medical MLLMs The Forgotten Shield: Fortifying Medical AI with Parameter-Space Safety Alignment Explore "Parameter-Space Intervention," a novel approach to re-aligning safety in Medical Multimodal Large Language Models (Medical MLLMs), crucial for secure AI deployment.
