Chenyang Shen, Ph.D. Titles and Appointments Assistant Professor School Medical School Department Radiation Oncology Graduate Programs Biomedical Engineering Biography Chenyang Shen, Ph.D., Assistant Professor, earned his bachelor’s degree from Yangzhou University and both his master’s and Ph.D. at Hong Kong Baptist University. After completing his medical physics residency in the Department of Radiation Oncology at UT Southwestern, he stayed on as faculty in the Division of Medical Physics and Engineering. Dr. Shen's clinical focus is on RefleXion and EROC TPOD; his research interests include machine learning and deep learning for medical applications, medical imaging and image processing, intelligent automatic treatment planning for radiotherapy, and optimization techniques and algorithms. Dr. Shen is the recipient of several awards including ASTRO’s Basic/Translational Science Award for Junior Investigator (physics category) and AAPM’s Best in Physics (Therapy). Research Interest Intelligent automatic treatment planning for radiotherapy Machine learning and deep learning for medical applications Medical imaging and image processing Optimization techniques and algorithms Publications Quality assurance for online adaptive radiotherapy: a secondary dose verification model with geometry-encoded U-Net Yan S, Maniscalco A, Wang B, Nguyen D, Jiang S, Shen C Machine Learning: Science and Technology 2024 Dec 5 Soft independence guided filter pruning Yang L, Gu S, Shen C, Zhao X, Hu Q Pattern Recognition 2024 Sep 153 Uncertainty-Aware Aggregation for Federated Open Set Domain Adaptation Qin Z, Yang L, Gao F, Hu Q, Shen C IEEE Transactions on Neural Networks and Learning Systems 2024 Jun 35 7548-7562 Skeleton Neural Networks via Low-Rank Guided Filter Pruning Yang L, Gu S, Shen C, Zhao X, Hu Q IEEE Transactions on Circuits and Systems for Video Technology 2023 Dec 33 7197-7211 Bony structure enhanced synthetic CT generation using Dixon sequences for pelvis MR-only radiotherapy Liang X, Yen A, Bai T, Godley A, Shen C, Wu J, Meng B, Lin MH, Medin P, Yan Y, Owrangi M, Desai N, Hannan R, Garant A, Jiang S, Deng J Medical physics 2023 Dec 50 7368-7382 Early Experience of Online Adaptive Radiation Therapy for Definitive Radiation of Patients With Head and Neck Cancer Avkshtol V, Meng B, Shen C, Choi BS, Okoroafor C, Moon D, Sher D, Lin MH Advances in Radiation Oncology 2023 Sep 8 Reinforcement learning for radiation therapy planning and image processing Nguyen D, Shen C, Jia X, Jiang S 2023 Aug 87-97 Implementation and evaluation of an intelligent automatic treatment planning robot for prostate cancer stereotactic body radiation therapy Gao Y, Shen C, Jia X, Kyun Park Y Radiotherapy and Oncology 2023 Jul 184 Clinical experience on patient-specific quality assurance for CBCT-based online adaptive treatment plan Shen C, Chen L, Zhong X, Gonzalez Y, Visak J, Meng B, Inam E, Parsons D, Godley A, Jiang S, Cai B, Lin MH Journal of applied clinical medical physics 2023 Apr 24 Dual- and multi-energy CT for particle stopping-power estimation: current state, challenges and potential Yang M, Wohlfahrt P, Shen C, Bouchard H Physics in medicine and biology 2023 Feb 68 Results 1-10 of 64 1 2 3 4 5 Next Last Honors & Awards AAPM Best in Physics Paper (Therapy) (2019) ASTRO Basic/Translational Science Award for Junior InvestigatorPhysics Category (2019) Professional Associations/Affiliations American Association of Physicists in Medicine (AAPM) (2016) American Society of Radiation Oncology (ASTRO) (2017) Society of Industrial and Applied Mathematics (SIAM) (2012)
