Advances in Deep Generative Models for Healthcare and Medical Applications

This book explores deep generative models for healthcare, addressing clinical challenges and integrating innovative methodologies to enhance diagnostics and patient care, paving the way for practical integration into the future of healthcare. 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.

Pagina's: 276, Editie: Eerste editie, Hardcover, CRC Press