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Guide to Outcome Modeling in Radiotherapy and Oncology : Listening to the Data - (Hardcover)

Guide to Outcome Modeling in Radiotherapy and Oncology : Listening to the Data -  (Hardcover) - image 1 of 1

About this item

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 predictive model building with analytical and data-driven approaches.

This book is primarily intended to act as a tutorial for newcomers to the field of outcome modeling, as it includes in-depth how-to recipes on modeling artistry while providing sufficient instruction on how such models can approximate the physical and biological realities of clinical treatment. The book will also be of value to seasoned practitioners as a reference on the varying aspects of outcome modeling and their current applications.

Number of Pages: 367
Genre: Science, Medical, Mathematics
Sub-Genre: Oncology
Series Title: Series in Medical Physics and Biomedical Engineering
Format: Hardcover
Publisher: Taylor & Francis
Language: English
Street Date: March 2, 2018
TCIN: 53476278
UPC: 9781498768054
Item Number (DPCI): 248-72-1801
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$149.95
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