Radiomics and Radiogenomics : Technical Basis and Clinical Applications (9780367779580)

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Radiomics and Radiogenomics: Technical Basis and Clinical Applications provides a first summary of the overlapping fields of radiomics and radiogenomics, showcasing how they are being used to evaluate disease characteristics and correlate with treatment response and patient prognosis. It explains the fundamental principles, technical bases, and clinical applications with a focus on oncology. The book's expert authors present computational approaches for extracting imaging features that help to detect and characterize disease tissues for improving diagnosis, prognosis, and evaluation of therapy response. This book is intended for audiences including imaging scientists, medical physicists, as well as medical professionals and specialists such as diagnostic radiologists, radiation oncologists, and medical oncologists.

Features



Provides a first complete overview of the technical underpinnings and clinical applications of radiomics and radiogenomics


Shows how they are improving diagnostic and prognostic decisions with greater efficacy


Discusses the image informatics, quantitative imaging, feature extraction, predictive modeling, software tools, and other key areas


Covers applications in oncology and beyond, covering all major disease sites in separate chapters


Includes an introduction to basic principles and discussion of emerging research directions with a roadmap to clinical translation

Product details

• Format Paperback | 484 pages
• Dimensions 178 x 254 x 27.94mm | 893g
• Publication date 31 Mar 2021
• Publisher Taylor & Francis Ltd
• Imprint CRC Press
• Publication City/Country London, United Kingdom
• Language English
• Edition Statement Reprint
• ISBN10 0367779587
• ISBN13 9780367779580
• Bestsellers rank 1,314,048

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