Introduction to AI-empowered Medical Soft[1]ware: Recent Advances and Challen.- Personalized Nutrition Applications using Biomarkers and Machine Learning.- Blood Exam Classification for Predicting Defin[1]ing Factors in Metabolic Syndrome Diagnosis using Sup[1]port Vector Machine.- Extreme Value Analysis applied in Dietary Data.- Iterative Microservices Approach for Explain[1]able and Reliable AI in Medical Application.- Challenges in Regulating and Validating AI[1]Driven Healthcar.- Framework for AI Explainability Leveraging User Acceptance and Health Literacy Models.