Medical Image Synthesis

Medical Image Synthesis
Author :
Publisher : CRC Press
Total Pages : 318
Release :
ISBN-10 : 9781000900774
ISBN-13 : 1000900770
Rating : 4/5 (74 Downloads)

Book Synopsis Medical Image Synthesis by : Xiaofeng Yang

Download or read book Medical Image Synthesis written by Xiaofeng Yang and published by CRC Press. This book was released on 2024-02-06 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Medical Image Synthesis Related Books

Medical Image Synthesis
Language: en
Pages: 318
Authors: Xiaofeng Yang
Categories: Medical
Type: BOOK - Published: 2024-02-06 - Publisher: CRC Press

DOWNLOAD EBOOK

Image synthesis across and within medical imaging modalities is an active area of research with broad applications in radiology and radiation oncology. This boo
Biomedical Image Synthesis and Simulation
Language: en
Pages: 674
Authors: Ninon Burgos
Categories: Computers
Type: BOOK - Published: 2022-06-23 - Publisher: Elsevier

DOWNLOAD EBOOK

Biomedical Image Synthesis and Simulations: Methods and Applications presents the latest on basic concepts and applications in image-based simulation and synthe
Simulation and Synthesis in Medical Imaging
Language: en
Pages: 140
Authors: Ali Gooya
Categories: Diagnostic imaging
Type: BOOK - Published: 2018 - Publisher:

DOWNLOAD EBOOK

This book constitutes the refereed proceedings of the Third International Workshop on Simulation and Synthesis in Medical Imaging, SASHIMI 2018, held in conjunc
Deep Learning in Medical Image Analysis
Language: en
Pages: 184
Authors: Gobert Lee
Categories: Medical
Type: BOOK - Published: 2020-02-06 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book presents cutting-edge research and applications of deep learning in a broad range of medical imaging scenarios, such as computer-aided diagnosis, imag
Medical Image Computing and Computer Assisted Intervention − MICCAI 2017
Language: en
Pages: 739
Authors: Maxime Descoteaux
Categories: Computers
Type: BOOK - Published: 2017-09-03 - Publisher: Springer

DOWNLOAD EBOOK

The three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Compu