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Seminars in Radiation Oncology
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Volume 29, Issue 4
Pages 299-364 (October 2019)
Big Data in Radiation Oncology
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1. Big Data in Oncology: Toward a Goal of Learning More From Every Patient
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Ronald C. Chen
2. Population-Based Observational Studies in Oncology: Proceed With Caution
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Payal D. Soni, Daniel E. Spratt
3. Big Data in Cancer Research: Real-World Resources for Precision Oncology to Improve Cancer Care Delivery
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Chiaojung Jillian Tsai, Nadeem Riaz, Scarlett Lin Gomez
4. The Evolving Use of Electronic Health Records (EHR) for Research
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Ellen Kim, Samuel M. Rubinstein, Kevin T. Nead, Andrzej P. Wojcieszynski, ... Jeremy L. Warner
5. Analytical Methods for Observational Data to Generate Hypotheses and Inform Clinical Decisions
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Todd A. DeWees, Carlos E. Vargas, Michael A. Golafshar, William Scott Harmsen, Amylou C. Dueck
6. The Contribution of Cancer Surveillance Toward Real World Evidence in Oncology
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Lynne Penberthy, Donna R. Rivera, Kevin Ward
7. National Cancer Database: The Past, Present, and Future of the Cancer Registry and Its Efforts to Improve the Quality of Cancer Care
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Ryan M. McCab
8. Use of Big Data for Quality Assurance in Radiation Therapy
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Todd R. McNutt, Kevin L. Moore, Binbin Wu, Jean L. Wright
9. Assessing Treatment-Related Toxicity Using Administrative Data, Patient-Reported Outcomes, or Physician-Graded Toxicity: Where Is the Truth?
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Michael D. Gross, Bashir Al Hussein Al Awamlh, Jim C. Hu
10. Big Data From Small Devices: The Future of Smartphones in Oncology
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Juhi M. Purswani, Adam P. Dicker, Colin E. Champ, Matt Cantor, Nitin Ohri
11. Use of Claims Data for Cost and Cost-Effectiveness Research
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Ya-Chen Tina Shih, Lei Liu