Format:
xx, 289 Seiten
ISBN:
9781138633438
Series Statement:
Imaging in medical diagnosis and therapy 30
Content:
Big data in radiation oncology : opportunities and challenges / Jean-Emmanuel Bibault -- Data standardization and informatics in radiation oncology / Charles Mayo -- Storage and databases for big data / Tomas Skripcak, Uwe Just, Ida Schönfeld, Esther G.C. Troost, and Mechthild Krause -- Machine learning for radiation oncology / Yi Luo & Issam El Naqa -- Cloud computing for big data / Sepideh Almasi and Guillem Pratx -- Big data statistical methods for radiation oncology / Yu Jiang, Vojtech Huser, Shuangge Ma -- From model-driven to knowledge and data-based treatment planning / Morteza Mardania, Yong Yanga, Yinyi Yeb, and Stephen Boyd, and Lei Xinga -- Using big data to improve safety and quality in radiation oncology / Eric Ford, PhD, Alan Kalet, PhD, Mark Phillips -- Tracking organ doses for patient safety in radiation therapy / Wazir Muhammad, Ying Liang, Gregory R. Hart, Bradley Nartowt, David A. Roffman, Jun Deng -- Big data and comparative effectiveness research in radiation oncology / Sunil W. Dutta, Daniel M. Trifiletti, Timothy N. Showalter -- Cancer registry and big data exchange / Zhenwei Shi, Leonard Wee, and Andre Dekker -- Clinical and cultural challenges of big data in radiation oncology / Brandon Dyer, Shyam Rao, Yi Rong, Chris Sherman, Mildred Cho, Cort Buchholz, and Stanley Benedict -- Radiogenomics / Barry S. Rosensteina, Gaurav Pandey, Corey W. Speersc, Jung Hun Ohd, Catharine M.L. Weste and Charles S. Mayoc -- Radiomics and quantitative imaging / Dennis Mackin, PhD and Laurence E. Court, PhD -- Radiotherapy outcomes modeling in the big data era / Joseph O. Deasy, Aditya P. Apte, Maria Thor, Jeho Jeong, Aditi Iyer, Jung Hun Oh, and Andrew Jackson -- Multi-parameterized models for early cancer detection and prevention / Gregory R. Hart, David A. Roffman, Ying Liang, Bradley Nartowt, Wazir Muhammad, Jun Deng.
Language:
English
Subjects:
Medicine
Keywords:
Data Mining
;
Big Data
;
Strahlentherapie
;
Aufsatzsammlung
URL:
https://www.crcpress.com/Big-Data-in-Radiation-Oncology/Deng-Xing/p/book/9781138633438
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