A Guide to Outcome Modeling In Radiotherapy and Oncology
Listening to the Data
This book explores outcome modeling in cancer from a data-centric perspective to enable a better understanding of complex treatment response, to guide the design of advanced clinical trials, and to aid personalized patient care and improve their quality of life. It contains coverage of the relevant data sources available for model construction (panomics), ranging from clinical or preclinical resources to basic patient and treatment characteristics, medical imaging (radiomics), and molecular biological markers such as those involved in genomics, proteomics and metabolomics. It also includes discussions on the varying methodologies for predicti…
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Produktdetails
- ISBN: 978-0-429-84034-0
- EAN: 9780429840340
- Produktnummer: 27322493
- Verlag: Taylor & Francis Ltd.
- Sprache: Englisch
- Erscheinungsjahr: 2018
- Seitenangabe: 392 S.
- Plattform: EPUB
- Masse: 22'333 KB
- Auflage: 1. Auflage
- Abbildungen: 101 schwarz-weiße Abbildungen
Über den Autor
Issam El Naqa is an Associate Professor of Radiation Oncology at the University of Michigan at Ann Arbor, USA.
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