| Record ID | marc_columbia/Columbia-extract-20221130-031.mrc:254122842:4994 |
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LEADER: 04994cam a2200757 i 4500
001 15131907
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008 180426s2018 flu ob 001 0 eng d
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020 $a9780429452659$q(electronic bk.)
020 $a0429452659$q(electronic bk.)
020 $a9781498768061$q(e-book)
020 $a1498768067$q(e-book)
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024 7 $a10.1201/9780429452659$2doi
035 $a(OCoLC)1032375575$z(OCoLC)1023828176$z(OCoLC)1051334312$z(OCoLC)1060986945$z(OCoLC)1066606723
037 $a9780429840340$bIngram Content Group
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072 7 $aHEA$x039000$2bisacsh
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082 04 $a616.99/40642$223
049 $aZCUA
245 02 $aA guide to outcome modeling in radiotherapy and oncology :$blistening to the data /$cedited by Issam El Naqa.
264 1 $aBoca Raton, FL :$bCRC Press, Taylor & Francis Group,$c[2018]
264 4 $c©2018
300 $a1 online resource
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
490 1 $aSeries in medical physics and biomedical engineering
504 $aIncludes bibliographical references and index.
505 0 $aClinical 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.
520 $a"This book discusses outcome modeling in cancer using analytical and data-driven approaches, both top-down using big data approaches and bottom-up using multi-scale methods. It provides in-depth mathematical background as well as intuitive physical and biological perspectives. Applications in radiation oncology, chemotherapy, surgery and immunotherapy are covered, as well as - in the case of multimodality treatments - span assessment, prediction, prognosis, decision support and clinical trials design. This is in addition to statistical validation of performance and evaluating applicability. Software tools accompany the book, illustrating how to solve various modeling exercises"--$cProvided by publisher
588 0 $aPrint version record.
650 0 $aCancer$xRadiotherapy$xData processing.
650 0 $aOncology$xData processing.
650 6 $aCancer$xRadiothérapie$xInformatique.
650 6 $aCancérologie$xInformatique.
650 7 $aHEALTH & FITNESS$xDiseases$xGeneral.$2bisacsh
650 7 $aMEDICAL$xClinical Medicine.$2bisacsh
650 7 $aMEDICAL$xDiseases.$2bisacsh
650 7 $aMEDICAL$xEvidence-Based Medicine.$2bisacsh
650 7 $aMEDICAL$xInternal Medicine.$2bisacsh
650 7 $aCancer$xRadiotherapy$xData processing.$2fast$0(OCoLC)fst00845477
655 0 $aElectronic books.
655 4 $aElectronic books.
700 1 $aEl Naqa, Issam,$eeditor.
776 08 $iPrint version:$tGuide to outcome modeling in radiotherapy and oncology.$dBoca Raton, FL : CRC Press, Taylor & Francis Group, [2018]$z9781498768054$w(DLC) 2017036390$w(OCoLC)1010580952
830 0 $aSeries in medical physics and biomedical engineering.
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio15131907$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS