Big Data in Radiation Oncology

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.