Radiomics and Radiogenomics

ebook Technical Basis and Clinical Applications · Imaging in Medical Diagnosis and Therapy

By Ruijiang Li

cover image of Radiomics and Radiogenomics

Sign up to save your library

With an OverDrive account, you can save your favorite libraries for at-a-glance information about availability. Find out more about OverDrive accounts.

   Not today

Find this title in Libby, the library reading app by OverDrive.

Download Libby on the App Store Download Libby on Google Play

Search for a digital library with this title

Title found at these libraries:

Library Name Distance
Loading...

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
  • Radiomics and Radiogenomics