Name: Federated Learning in Metaverse Healthcare. Personalized Medicine and Wellness
Price: 101338.00 CRC
Availability: InStock
Author: Jyotir, PhD Moy Chatterjee;Shubham, PhD Mahajan
ISBN: 9780443337895

portada Federated Learning in Metaverse Healthcare. Personalized Medicine and Wellness

Federated Learning in Metaverse Healthcare. Personalized Medicine and Wellness

Formato

Libro Físico

Editorial

Academic Press Inc

Autor

Jyotir, PhD Moy Chatterjee;Shubham, PhD Mahajan

Año

2025

N° páginas

388

Encuadernación

Tapa Blanda

Dimensiones

23.50 x 19.10 cm

ISBN13

9780443337895

Federated Learning in Metaverse Healthcare. Personalized Medicine and Wellness

Jyotir, Phd Moy Chatterjee;Shubham, Phd Mahajan (Autor) · Academic Press Inc · Tapa Blanda

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Reseña del libro "Federated Learning in Metaverse Healthcare. Personalized Medicine and Wellness"

Federated Learning in Metaverse Healthcare: Personalized Medicine and Wellness explores the integration of the metaverse with healthcare, offering immersive experiences and personalized care. The book introduces federated learning, emphasizing its advantages over traditional centralized machine learning in healthcare. It provides a historical context and discusses the technological advancements that led to the emergence of metaverse healthcare. Privacy-preserving methods crucial for protecting sensitive healthcare data within federated learning environments are also examined, underscoring the importance of secure communication protocols. Other important points include the transformation of healthcare delivery through virtual environments, remote consultations, and immersive experiences. The role of telemedicine in facilitating remote diagnostics and consultations via virtual platforms, and the applications of augmented reality wearables for real-time health monitoring and wellness tracking are detailed. Additionally, the book discusses federated learning's ability to deliver personalized treatment plans tailored to individual patient needs, its role in predictive modeling for disease risks and prevention, as well as virtual health coaches offering personalized guidance for wellness management. The challenges and ethical dilemmas of metaverse healthcare and federated learning, along with potential solutions, are also considered.