02342 a2200373 4500001001100000005001700011008003900028020001800067037003600085040000700121041000800128072001600136072001600152072001500168072001300183072001400196072001400210072001300224072001100237072002100248072002100269072002100290072002300311100001600334245007500350250000600425260003500431300001000466520141300476700001801889700002101907700002501928999001501953036777958720250317100413.0250312042021xx eng  a9780367779580 bTaylor & FranciscGBP 47.99fBB a01 aeng7 aPHVD2thema7 aMJCL2thema7 aMQW2thema7 aT2thema7 aPHVD2bic7 aMJCL2bic7 aMQW2bic7 aT2bic7 aSCI0550002bisac7 aTEC0590002bisac7 aMED0620002bisac7 a616.99407542bisac1 aRuijiang Li10aRadiomics and RadiogenomicsbTechnical Basis and Clinical Applications a1 bChapman and Hall/CRCc20210331 a484 p bRadiomics 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 translation1 aLei Xing4B011 aSandy Napel4B011 aDaniel L. Rubin4B01 c2529d2529