Federated Learning and Privacy-Preserving in Healthcare AI

Released on by Lilhore, Umesh Kumar
preview-18

  • Federated Learning and Privacy-Preserving in Healthcare AI Book Detail

  • Author : Lilhore, Umesh Kumar
  • Release Date : 2024-05-02
  • Publisher : IGI Global
  • Genre : Medical
  • Pages : 373
  • ISBN 13 :
  • File Size : 92,92 MB
DOWNLOAD BOOK

Federated Learning and Privacy-Preserving in Healthcare AI by Lilhore, Umesh Kumar PDF Summary

Book Description: The use of artificial intelligence (AI) in data-driven medicine has revolutionized healthcare, presenting practitioners with unprecedented tools for diagnosis and personalized therapy. However, this progress comes with a critical concern: the security and privacy of sensitive patient data. As healthcare increasingly leans on AI, the need for robust solutions to safeguard patient information has become more pressing than ever. Federated Learning and Privacy-Preserving in Healthcare AI emerges as the definitive solution to balancing medical progress with patient data security. This carefully curated volume not only outlines the challenges of federated learning but also provides a roadmap for implementing privacy-preserving AI systems in healthcare. By decentralizing the training of AI models, federated learning mitigates the risks associated with centralizing patient data, ensuring that critical information never leaves its original location. Aimed at healthcare professionals, AI experts, policymakers, and academics, this book not only delves into the technical aspects of federated learning but also fosters a collaborative approach to address the multifaceted challenges at the intersection of healthcare and AI.

Disclaimer: www.yourbookbest.com does not own Federated Learning and Privacy-Preserving in Healthcare AI books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

Federated Learning

Federated Learning

File Size : 53,53 MB
Total View : 3896 Views
DOWNLOAD

This book provides a comprehensive and self-contained introduction to federated learning, ranging from the basic knowledge and theories to various key applicati

Federated Deep Learning for Healthcare

Federated Deep Learning for Healthcare

File Size : 82,82 MB
Total View : 1629 Views
DOWNLOAD

This book provides a practical guide to federated deep learning for healthcare including fundamental concepts, framework, and the applications comprising domain