Advances in Deep Generative Models for Healthcare and Medical Applications

This book provides a platform for research on deep generative models, with an emphasis on its healthcare applications. The book addresses the unanswered questions that stop these approaches from making a huge difference in real-world clinical practice. The goal of this book is to bring together a wide range of methodologies which are using generative models in health care-related contexts. The book leverages the recent methodological advancements in deep generative models to address critical health-care challenges across all data-types, paving the way for their practical integration into the healthcare system and elevate their impact on the future of healthcare.

• Format: Hardcover
• Language: English
• ISBN: 1032988959
• ISBN13: 9781032988955
• Release Date: December 2025
• Publisher: CRC Press
• Length: 276 Pages
• Weight: 1.27 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"