A guide to outcome modeling in radiotherapy and oncology : listening to the data /: listening to the data. ([2018])

• Record Type: Book
• Further Information: Note: Edited by Issam El Naqa.
• Editors: El Naqa, Issam
• Contents: Clinical data in outcome models / Michael T. Milano -- Imaging data (radiomics) / Issam El Naqa -- Dosimetric data / Issam El Naqa and Randall K. Ten Haken -- Pre-clinical radiobiological insights to inform modelling of radiotherapy outcome / Peter van Luijk and Robert P. Coppes -- Radiogenomics / Issam El Naqa, Sarah L. Kerns, James Coates, Yi Luo, Corey Speers, Randall K. Ten Haken, Catharine M.L. West, and Barry S. Rosenstein -- Analytical models / Vitali Moiseenko, Jimm Grimm, James D. Murphy, David J. Carlson, and Issam El Naqa -- Conventional modeling / Tiziana Rancati and Claudio Fiorino -- Machine learning modeling / Sarah Gulliford -- Multiscale modeling: Monte Carlo / Werner Friedland and Pavel Kundrát -- Multi-scale modeling approaches: application in chemo- and immuno-therapies / Issam El Naqa -- Outcome modeling in treatment planning / X. Sharon Qi, Mariana Guerrero, and X. Allen Li -- Utility / Matthew J. Schipper -- Outcome modeling in particle therapy / J. Schuemann, A.L. McNamara, and C. Grassberger -- Modeling response to oncological surgery / J. Jesús Naveja, Leonardo Zapata-Fonseca, and Flavio F. Contreras-Torres -- Developing personalized treatment recommendations using SMARTs / Elizabeth F. Krakow and Erica E.M. Moodie.
• Publisher Details: Boca Raton, FL : CRC Press, Taylor & Francis Group
• Publication Date: 2018
• Copyright Date: 2018
• Extent: 1 online resource
• Subjects: 616.99/40642; Cancer -- Radiotherapy -- Data processing; Oncology -- Data processing; HEALTH & FITNESS / Diseases / General; MEDICAL / Clinical Medicine; MEDICAL / Diseases; MEDICAL / Evidence-Based Medicine; MEDICAL / Internal Medicine; Cancer -- Radiotherapy -- Data processing; Medical Physics; Oncology; Statistical Theory & Methods; STATSnetBASE; PHYSICSnetBASE; SCI-TECHnetBASE; MEDICINEnetBASE; STMnetBASE; Electronic books; Electronic books
• Languages: English
• ISBNs: 9780429452659; 0429452659; 9780429840357; 0429840357; 9780429840340; 0429840349
• Related ISBNs: 9781498768054; 1498768059; 9781498768061; 1498768067
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.