This book explores emerging technologies and AI-based applications and strategies to provide insights into healthcare systems. This includes the concept of healthcare as well as its ecosystem, as well as current developments as well as future directions. Data-driven AI solutions and new technologies in the healthcare ecosystem focus on architectural concepts, designs, intelligent solutions, cutting-edge process decisions, and consulting and problem-solving methods thanks to intelligent predictions. It provides the best way for the entire innovation, development and implementation of the intelligent medical ecosystem, introducing medical signals and image processing algorithms, vision-based medical treatments by computer and discussing descriptive AI (XAI) technologies for healthcare. . This book will be useful to researchers involved in new technologies in the AI, IoT, data and healthcare sectors. It is also suitable as an application form for undergraduate and graduate engineering programs.