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Studies in Health Technology and Informatics|June 8, 2022
Feature Engineering for Interpretable Machine Learning for Quality Assurance in Radiation OncologyMalvika Pillai, Karthik Adapa, John W Shumway, et al.
Journal of Opioid Management|September 21, 2018
Impact of rescheduling hydrocodone-combination products in an urban Texas county healthcare systemJohn W Shumway, Renzhong Ran, Jeff McClusky, et al.
Advances in Radiation Oncology|May 19, 2023
Augmenting Quality Assurance Measures in Treatment Review with Machine Learning in Radiation OncologyMalvika Pillai, John W Shumway, Karthik Adapa, et al.
International Journal of Radiation Oncology, Biology, Physics|October 23, 2022
Prospective 5-Year Analysis of the United States Radiation Oncology Job Market Using the ASTRO Career Center WebsiteJohn W Shumway, Trevor Royce, James Bates, et al.
Advances in Radiation Oncology|January 3, 2022
Demographics of ASTRO Student Members and Potential Implications for Future U.S. Radiation Oncology Workforce DiversityMalcolm D Mattes, Curtiland Deville, Raymond B Mailhot Vega, et al.
Frontiers in Oncology|September 4, 2018
Machine Learning Applications in Head and Neck Radiation Oncology: Lessons From Open-Source Radiomics ChallengesHesham Elhalawani, Timothy A Lin, Stefania Volpe, et al.
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