(PDF) Big Data in Radiation Oncology by Jun Deng

This is the PDF eBook version for Big Data in Radiation Oncology by Jun Deng, Lei Xing

Table of Contents

1 Big Data in Radiation Oncology: Opportunities and Challenges
Jean-Emmanuel Bibault

2 Data Standardization and Informatics in Radiation Oncology
Charles Mayo

3 Storage and Databases for Big Data
Tomas Skripcak, Uwe Just, Ida Schönfeld, Esther G.C. Troost, and Mechthild Krause

4 Machine Learning for Radiation Oncology
Yi Luo & Issam El Naqa

5 Cloud Computing for Big Data
Sepideh Almasi and Guillem Pratx

6 Big Data Statistical Methods for Radiation Oncology
Yu Jiang, Vojtech Huser, Shuangge Ma

7 From Model-Driven to Knowledge and Data-Based Treatment Planning
Morteza Mardania, Yong Yanga, Yinyi Yeb, and Stephen Boyd, and Lei Xinga

8 Using Big Data to Improve Safety and Quality in Radiation Oncology
Eric Ford, PhD, Alan Kalet, PhD, Mark Phillips

9 Tracking Organ Doses for Patient Safety in Radiation Therapy
Wazir Muhammad, Ying Liang, Gregory R. Hart, Bradley Nartowt, David A. Roffman, Jun Deng

10 Big Data and Comparative Effectiveness Research in Radiation Oncology
Sunil W. Dutta; Daniel M. Trifiletti; Timothy N. Showalter

11 Cancer Registry and Big Data Exchange
Zhenwei Shi, Leonard Wee, and Andre Dekker

12 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

13 Radiogenomics
Barry S. Rosensteina, Gaurav Pandey, Corey W. Speersc, Jung Hun Ohd, Catharine M.L. Weste and Charles S. Mayoc

14 Radiomics and Quantitative Imaging
Dennis Mackin, PhD and Laurence E. Court, PhD

15 Radiotherapy Outcomes Modeling in the Big Data Era
Joseph O. Deasy, PhD, Aditya P. Apte, PhD, Maria Thor, PhD, Jeho Jeong, PhD, Aditi Iyer, MS, Jung Hun Oh, PhD, and Andrew Jackson

16 Multi-parameterized Models for Early Cancer Detection and Prevention Gregory R. Hart, David A. Roffman, Ying Liang, Bradley Nartowt, Wazir Muhammad, Jun Den