Optimizing Healthcare with Artificial Intelligence and Computational Intelligence

By Vania V. Estrela, the book delves into the world of medical cyber-physical systems, shedding light on critical areas such as image processing, microscopy, security, biomedical imaging, automation, robotics, network layers issues, software design, and biometrics. It addresses the challenge of balancing data acquisition, image modalities, different resolutions, dissimilar picture representations, subspace decompositions, compressed sensing, and communications constraints, providing potential solutions through soft computing, metaheuristic, and deep learning techniques.

The growing need for efficient and intelligent analysis of multi-resolution and multi-modal images has led to an increased focus on computer-aided diagnosis via computational intelligence techniques. This book aims to foster research and implementations in various domains, serving as a valuable resource for researchers, technology professionals, academia, and students working on the latest advances and upcoming technologies employing smart systems design practices and computational intelligence tactics for medical usage.

Deep learning practices are explored within particularly difficult computational types of health problems, aiming to provide an assortment of novel research works that focus on the broad challenges of designing better healthcare services. With its comprehensive approach and cutting-edge insights, this book is set to revolutionize the healthcare industry by leveraging the power of artificial intelligence and computational intelligence.

Key Features:

• Comprehensive coverage of medical cyber-physical systems and their applications
• Insights into image processing, microscopy, security, biomedical imaging, automation, robotics, network layers issues, software design, and biometrics
• Exploration of soft computing, metaheuristic, and deep learning techniques for efficient healthcare processing
• Focus on computer-aided diagnosis via computational intelligence techniques
• Valuable resource for researchers, technology professionals, academia, and students in the healthcare and technology sectors

Publication Details:

Published by: CRC Press

Publication Date: August 4, 2023

Language: English

ISBN: 9781032052724, 9781000954326