{"product_id":"generative-machine-learning-models-in-medical-image-computing-by-le-zhang","title":"Generative Machine Learning Models in Medical Image Computing by Le Zhang ISBN 9783031809644","description":"\u003cp\u003e\u003cb\u003eGenerative Machine Learning Models in Medical Image Computing by Le Zhang\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eGenerative 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.\u003c\/p\u003e\n\u003cp\u003eBeyond 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.\u003c\/p\u003e\u003ch3\u003eBook details\u003c\/h3\u003e\u003ctable style=\"border-collapse:collapse;width:100%;\"\u003e\u003ctbody\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eISBN 13\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e9783031809644\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eISBN 10\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e3031809645\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eAuthor\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eLe Zhang\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eCondition\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eNew\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eBinding Type\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003ePublisher\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eSpringer International Publishing AG\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eYear published\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e2025-03-13\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eNumber of pages\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003e382\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003cth style=\"text-align:left;padding:6px 10px;border:1px solid #ddd;\"\u003eCover note\u003c\/th\u003e\n\u003ctd style=\"padding:6px 10px;border:1px solid #ddd;\"\u003eBook picture is for illustrative purposes only, actual binding, cover or edition may vary.\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/tbody\u003e\u003c\/table\u003e","brand":"Springer International Publishing AG","offers":[{"title":"Default Title","offer_id":67708431728885,"sku":"9783031809644","price":39.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0795\/8632\/8821\/files\/3031809645.jpg?v=1792076029","url":"https:\/\/arbiyas.com\/products\/generative-machine-learning-models-in-medical-image-computing-by-le-zhang","provider":"Arbiyas","version":"1.0","type":"link"}