Radiomics and radiogenomics: technical basis and clinical applications
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 th...
Gespeichert in:
| Weitere Verfasser: | , , , |
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| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press, Taylor & Francis Group
[2019]
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| Schriftenreihe: | Imaging in medical diagnosis and therapy
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| Schlagworte: | |
| Zusammenfassung: | 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.FeaturesProvides a first complete overview of the technical underpinnings and clinical applications of radiomics and radiogenomicsShows how they are improving diagnostic and prognostic decisions with greater efficacyDiscusses the image informatics, quantitative imaging, feature extraction, predictive modeling, software tools, and other key areasCovers applications in oncology and beyond, covering all major disease sites in separate chaptersIncludes an introduction to basic principles and discussion of emerging research directions with a roadmap to clinical translation |
| Beschreibung: | xxii, 419 Seiten Illustrationen, Diagramme |
| ISBN: | 9780815375852 |
Internformat
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Datensatz im Suchindex
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| spelling | Radiomics and radiogenomics technical basis and clinical applications edited by Ruijiang Li, Lei Xing, Sandy Napel, Daniel L. Rubin Boca Raton ; London ; New York CRC Press, Taylor & Francis Group [2019] © 2019 xxii, 419 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Imaging in medical diagnosis and therapy 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.FeaturesProvides a first complete overview of the technical underpinnings and clinical applications of radiomics and radiogenomicsShows how they are improving diagnostic and prognostic decisions with greater efficacyDiscusses the image informatics, quantitative imaging, feature extraction, predictive modeling, software tools, and other key areasCovers applications in oncology and beyond, covering all major disease sites in separate chaptersIncludes an introduction to basic principles and discussion of emerging research directions with a roadmap to clinical translation bisacsh / TECHNOLOGY & ENGINEERING / Biomedical bisacsh / MEDICAL / Oncology (DE-588)4143413-4 Aufsatzsammlung gnd-content Li, Ruijiang (DE-588)1155798805 edt Xing, Lei edt Napel, Sandy edt Rubin, Daniel L. edt Erscheint auch als Online-Ausgabe 9781351208277 |
| spellingShingle | Radiomics and radiogenomics technical basis and clinical applications bisacsh / TECHNOLOGY & ENGINEERING / Biomedical bisacsh / MEDICAL / Oncology |
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| title | Radiomics and radiogenomics technical basis and clinical applications |
| title_auth | Radiomics and radiogenomics technical basis and clinical applications |
| title_exact_search | Radiomics and radiogenomics technical basis and clinical applications |
| title_full | Radiomics and radiogenomics technical basis and clinical applications edited by Ruijiang Li, Lei Xing, Sandy Napel, Daniel L. Rubin |
| title_fullStr | Radiomics and radiogenomics technical basis and clinical applications edited by Ruijiang Li, Lei Xing, Sandy Napel, Daniel L. Rubin |
| title_full_unstemmed | Radiomics and radiogenomics technical basis and clinical applications edited by Ruijiang Li, Lei Xing, Sandy Napel, Daniel L. Rubin |
| title_short | Radiomics and radiogenomics |
| title_sort | radiomics and radiogenomics technical basis and clinical applications |
| title_sub | technical basis and clinical applications |
| topic | bisacsh / TECHNOLOGY & ENGINEERING / Biomedical bisacsh / MEDICAL / Oncology |
| topic_facet | bisacsh / TECHNOLOGY & ENGINEERING / Biomedical bisacsh / MEDICAL / Oncology Aufsatzsammlung |
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