Explainable Artificial Intelligence for Medical Data Analytics and Healthcare Applications

.- Explainable Artificial Intelligence (AI): Introduction.- Explainable AI: An Overview of Explainability.- Explainability for Tabular Data.- Explainable AI: Deep learning.- Explainable AI: Fuzzy Decision Tree (FDT).- Neuro Explainable AI.- Local Interpretable Model-agnostic Explanations (LIME).- Contextual importance and utility (CIU).- Challenges of Explainable AI: Medical data.- Explainable AI for X-ray image analysis.- Explainable AI: CT and Ultrasound.- Explainable AI for disease prediction.

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• Sistemas e serviços de saude
• Inteligência artificial

Explainable AI;Predictive models;Fuzzy Decision Tree;Deep learning;Medical Data Analysis;Healthcare;Disease prediction;Medical Imaging