A guide to outcome modeling in radiotherapy and oncology : listening to the data

"This book discusses outcome modeling in cancer using analytical and data-driven approaches, both top-down using big data approaches and bottom-up using multi-scale methods. It provides in-depth mathematical background as well as intuitive physical and biological perspectives. Applications in r...

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Bibliographic Details
Other Authors: El Naqa, Issam (Editor)
Format: Book
Language:English
Series:Series in medical physics and biomedical engineering
Subjects:

MARC

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050 0 0 |a RC271.R3   |b G85 2018 
090 0 0 |a RC271.R3   |b G85 2018 
245 0 2 |a A guide to outcome modeling in radiotherapy and oncology :   |b listening to the data   |c edited by Issam El Naqa 
264 0 |a Boca Raton, FL :   |b CRC Press, Taylor & Francis Group   |c c2018 
300 |a xxviv, 367 pages :   |b illustrations ;   |c 26 cm. 
336 |a text   |2 rdacontent 
337 |a unmediated   |2 rdamedia 
338 |a volume   |2 rdacarrier 
490 1 |a Series in medical physics and biomedical engineering 
504 |a Includes bibliographical references (page 301-364) and index 
505 0 |a 1. Multiple sources of data -- 2. Top-down modeling approach -- 3. Buttom-up modeling approach -- 4. Example applications in oncology 
520 |a "This book discusses outcome modeling in cancer using analytical and data-driven approaches, both top-down using big data approaches and bottom-up using multi-scale methods. It provides in-depth mathematical background as well as intuitive physical and biological perspectives. Applications in radiation oncology, chemotherapy, surgery and immunotherapy are covered, as well as - in the case of multimodality treatments - span assessment, prediction, prognosis, decision support and clinical trials design. This is in addition to statistical validation of performance and evaluating applicability. Software tools accompany the book, illustrating how to solve various modeling exercises"-- Provided by publisher 
650 0 |a Oncology   |v Data processing 
650 0 |a Cancer   |x Radiotherapy   |x Data processing 
700 1 |a El Naqa, Issam ,   |e editor 
999 |a 1000178124   |b Book   |c OPEN SHELF (30 DAYS)   |e Gong Badak Campus