Medical Image Synthesis - Methods and Clinical Applications (Paperback)

Image synthesis across and within medical imaging modalities is an active area of research with broad applications in radiology and radiation oncology. This book covers the principles and methods of medical image synthesis, along with state-of-the-art research. First, various traditional non-learning-based, traditional machine-learning-based, and recent deep-learning-based medical image synthesis methods are reviewed. Second, specific applications of different inter- and intra-modality image synthesis tasks and of synthetic image-aided segmentation and registration are introduced and summarized, listing and highlighting the proposed methods, study designs, and reported performances with the related clinical applications of representative studies. Third, the clinical usages of medical image synthesis, such as treatment planning and image-guided adaptive radiotherapy, are discussed. Last, the limitations and current challenges of various medical synthesis applications are explored, along with future trends and potential solutions to solve these difficulties. The benefits of medical image synthesis have sparked growing interest in a number of advanced clinical applications, such as magnetic resonance imaging (MRI)-only radiation therapy treatment planning and positron emission tomography (PET)/MRI scanning. This book will be a comprehensive and exciting resource for undergraduates, graduates, researchers, and practitioners.

General

Imprint:	Taylor & Francis
Country of origin:	United Kingdom
Series:	Imaging in Medical Diagnosis and Therapy
Release date:	July 2023
First published:	2023
Editors:	Xiaofeng Yang
Dimensions:	254 x 178mm (L x W)
Format:	Paperback
Pages:	308
ISBN-13:	978-1-03-215284-4
Categories:	Books > Medicine > General issues > General Books > Professional & Technical > Environmental engineering & technology > General Books > Medicine > Other branches of medicine > Medical imaging > General Books > Medicine > Nursing & ancillary services > Biomedical engineering > General Books > Science & Mathematics > Physics > Applied physics & special topics > Medical physics Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > General Books > Medicine > Clinical & internal medicine > Diseases & disorders > Oncology > General Promotions
LSN:	1-03-215284-2
Barcode:	9781032152844

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