Scholars@Duke

• Background
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  Education, Training, & Certifications

  • Medical Physics Resident, Radiation Oncology, Duke University School of Medicine 2017 - 2019
  • Ph.D., Duke University 2017
  • M.S., Duke University 2014
• Research
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  Selected Grants

  • Understanding Human-Robot Interaction of Artificial Intelligence (AI) Tool in Radiation Oncology: An application of Breast Cancer Treatment Planning Agent awarded by American Association of Physicists in Medicine 2021 - 2022
  • Clinical Experience Guided Reinforcement Learning for Pancreas SBRT awarded by Varian Medical Systems, Inc. 2019 - 2022
• Publications & Artistic Works
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  Selected Publications

  • Academic Articles

    • Li, Xinyi, Yaorong Ge, Qiuwen Wu, Chunhao Wang, Yang Sheng, Wentao Wang, Hunter Stephens, Fang-Fang Yin, and Q Jackie Wu. “Input feature design and its impact on the performance of deep learning models for predicting fluence maps in intensity-modulated radiation therapy.” Phys Med Biol 67, no. 21 (October 21, 2022). https://doi.org/10.1088/1361-6560/ac9882.
       Full Text  Link to Item
    • Sheng, Yang, Jiahan Zhang, Chunhao Wang, Fang-Fang Yin, Q Jackie Wu, and Yaorong Ge. “Incorporating Case-Based Reasoning for Radiation Therapy Knowledge Modeling: A Pelvic Case Study.” Technol Cancer Res Treat 18 (January 1, 2019): 1533033819874788. https://doi.org/10.1177/1533033819874788.
       Full Text  Open Access Copy  Link to Item

  • Conference Papers

    • Sheng, Y., J. Zhang, C. Wang, F. F. Yin, Q. J. Wu, and Y. Ge. “Incorporating Case-Based Reasoning for Radiation Therapy Knowledge Modeling: A Pelvic Case Study.” In Technology in Cancer Research and Treatment, Vol. 18, 2019. https://doi.org/10.1177/1533033819874788.
       Full Text
• Teaching & Mentoring
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  Recent Courses

  • MEDPHY 723: Advanced Radiation Therapy Topics and Procedures 2023
  • MEDPHY 728: Clinical Practicum and Shadowing (RT) 2023
  • MEDPHY 723: Advanced Radiation Therapy Topics and Procedures 2022
  • MEDPHY 723: Advanced Radiation Therapy Topics and Procedures 2021

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