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 wi...
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| Other Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton :
CRC Press,
2025.
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| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | 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. |
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| Physical Description: | 1 online resource (276 pages) : illustrations (black and white, and colour) |
| ISBN: | 9781040684474 1040684475 9781003602088 1003602088 9781040540503 1040540503 |