Intelligent Healthcare Systems

The book discusses medical cyber-physical systems, image processing, microscopy, security, biomedical imaging, automation, robotics, network layers, software design, and biometrics. It aims to solve the dimensionality conundrum in healthcare processing applications and proposes soft computing, metaheuristic, and deep learning solutions for efficient super-resolution deployment. It consolidates AI methods and design paradigms for healthcare to foster research and implementations in various domains.

Format: Hardback
Length: 388 pages
Publication date: 04 August 2023
Publisher: Taylor & Francis Ltd

The book delves into the realm of medical cyber-physical systems, encompassing a wide range of topics such as image processing, microscopy, security, biomedical imaging, automation, robotics, network layers issues, software design, and biometrics. By addressing these diverse areas, it seeks to unravel the complexities arising from the need to balance data acquisition, image modalities, different resolutions, disparate picture representations, subspace decompositions, compressed sensing, and communication constraints. Moreover, the book explores lighter computational implementations that can alleviate the heavy computational burden associated with healthcare processing applications.

In the realm of efficient super-resolution deployment, soft computing, metaheuristic, and deep learning emerge as promising solutions. The growing abundance of multi-resolution and multi-modal images has underscored the demand for more efficient and intelligent analyses, including computer-aided diagnosis through computational intelligence techniques. This book serves as a comprehensive resource, consolidating the latest research on artificial intelligence methods and clever design paradigms for healthcare. It caters to researchers, technology professionals, academia, and students engaged in the field of exploring the latest advances and upcoming technologies employing smart systems design practices and computational intelligence tactics for medical applications.

Furthermore, the book delves into deep learning practices within particularly challenging computational types of health problems. Its mission is to present a collection of novel research works that focus on the broad challenges of designing better healthcare services. By unraveling the intricacies of medical cyber-physical systems and leveraging advanced computing techniques, this book contributes to the advancement of healthcare and promotes the development of innovative solutions that enhance patient care and outcomes.

Dimension: 234 x 156 (mm)
ISBN-13: 9781032052724