|
|
|
books
| book details |
Generative Machine Learning Models in Medical Image Computing
Edited by Le Zhang, Edited by Chen Chen, Edited by Zeju Li, Edited by Greg Slabaugh
|
| on special |
normal price: R 4 932.95
Price: R 4 686.95
|
| book description |
Generative Machine Learning Models in Medical Image Computing"" provides a comprehensive exploration of generative modeling techniques tailored to the unique demands of medical imaging. This book presents an in-depth overview of cutting-edge generative models such as GANs, VAEs, and diffusion models, examining how they enable groundbreaking applications in medical image synthesis, reconstruction, and enhancement. Covering diverse imaging modalities like MRI, CT, and ultrasound, it illustrates how these models facilitate improvements in image quality, support data augmentation for scarce datasets, and create new avenues for predictive diagnostics. Beyond technical details, the book addresses critical challenges in deploying generative models for healthcare, including ethical concerns, interpretability, and clinical validation. With a strong focus on real-world applications, it includes case studies and implementation guidelines, guiding readers in translating theory into practice. By addressing model robustness, reproducibility, and clinical utility, this book is an essential resource for researchers, clinicians, and data scientists seeking to leverage generative models to enhance biomedical imaging and deliver impactful healthcare solutions. Combining technical rigor with practical insights, it offers a roadmap for integrating advanced generative approaches in the field of medical image computing.
| product details |
Normally shipped |
Publisher | Springer International Publishing AG
Published date | 13 Mar 2025
Language |
Format | Hardback
Pages | 382
Dimensions | 235 x 155 x 0mm (L x W x H)
Weight | 0g
ISBN | 978-3-0318-0964-4
Readership Age |
BISAC | mathematics / probability & statistics / general
| other options |
Normally shipped |
Readership Age |
Normal Price | R 6 536.95
Price | R 6 209.95
| on special |
|
|
|
To view the items in your trolley please sign in.
| sign in |
|
|
|
| specials |
|
An epic love story with the pulse of a thriller that asks: what would you risk for a second chance at first love?
|
|
Mason Coile
Paperback / softback
224 pages
was: R 520.95
now: R 468.95
|
A terrifying locked-room mystery set in a remote outpost on Mars.
|
|
|
|
|
|
