Radiomics and Radiogenomics: Technical Basis and Scientific Applications offers a first summary of the overlapping fields of radiomics and radiogenomics, showcasing how they are being utilized to examine disease attributes and associate with treatment response and patient diagnosis. It describes the essential principles, technical bases, and clinical applications with a focus on oncology. The book’s specialist authors present computational methods for extracting imaging features that help to identify and characterize illness tissues for enhancing diagnosis, diagnosis, and evaluation of treatment action. This book is planned for audiences including imaging researchers, medical physicists, as well as doctor and experts such as diagnostic radiologists, radiation oncologists, and medical oncologists. Functions Supplies a first complete introduction of the technical foundations and scientific applications of radiomics and radiogenomics Demonstrates how they are enhancing diagnostic and prognostic decisions with higher effectiveness Talks about the image informatics, quantitative imaging, feature extraction, predictive modeling, software application tools, and other essential areas Covers applications in oncology and beyond, covering all major illness sites in separate chapters Includes an intro to basic principles and discussion of emerging research study directions with a roadmap to clinical translation
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