Studies in Computational Intelligence: Personalized and Patient-Centric Healthcare Services in AAT

Barsocchi, Paolo; Naga Srinivasu, Parvathaneni; Kumar Bhoi, Akash; Palumbo, Filippo

This book focuses more on the transformative impact of person-centric health care, where it explores cutting-edge advancements in integrating artificial intelligence and machine learning to deliver personalized and efficient care. Key topics include the application of predictive models for critical health conditions such as brain stroke, lung cancer, diabetes, and Alzheimer's, as well as the integration of secure frameworks to protect sensitive patient data. The book also covers advanced techniques for recognizing human activities in ambient environments, optimizing patient data clustering, and evaluating deep learning methods for unique use cases like yoga pose classification and resource optimization in smart healthcare.

Designed for healthcare professionals, researchers, data scientists, and technologists, this book presents a harmonious blend of technical insights and practical applications, emphasizing person-centric approaches. By focusing on multi-disease prediction, assistive technologies, and enhanced emergency management, this book serves as a vital resource for innovating healthcare delivery in smart environments.

Details

Published by: Springer

Publication Date: 2025-02-27

Format: Hardcover

ISBN-13: 9783031825156

DOI: 10.1007/978-3-031-82516-3

Dimensions: 235cm x155cm

Pages: 333