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Books > Medicine > Clinical & internal medicine > Diseases & disorders > Oncology
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Medical Image Synthesis - Methods and Clinical Applications (Hardcover)
Loot Price: R5,581
Discovery Miles 55 810
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Medical Image Synthesis - Methods and Clinical Applications (Hardcover)
Series: Imaging in Medical Diagnosis and Therapy
Expected to ship within 12 - 17 working days
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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.
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