This book is a compilation of thirty research articles related to the current trends and techniques in medical informatics and healthcare with the application of Artificial Intelligence (AI) and Machine Learning (ML) to analyze both medical images and Electronic Health Records (EHR) in different domains to develop effective decision support systems as diagnostic aids and screening tools.