Junjie Wu, Ph.D. Instructor School Medical School Department Radiation Oncology Biography Junjie Wu, Ph.D., earned his bachelor’s degree in applied physics from Harbin University of Science and Technology in China. After that he studied condensed matter physics as a visiting scholar at The University of Texas at Austin. Dr. Wu then returned to China to earn his Ph.D. in condensed matter physics at the University of Chinese Academy of Sciences, followed by a postdoctoral fellowship at the Center for High Pressure Science & Technology Advanced Research. He earned his master’s degree in computer science at Southern Methodist University in 2019. Research Interest Clinical implementation of AI technologies Medical image segmentation Publications Performance deterioration of deep learning models after clinical deployment: a case study with auto-segmentation for definitive prostate cancer radiotherapy Wang B, Dohopolski M, Bai T, Wu J, Hannan R, Desai N, Garant A, Yang D, Nguyen D, Lin MH, Timmerman R, Wang X, Jiang SB Machine Learning: Science and Technology 2024 Jun 5 ART2Dose: A comprehensive dose verification platform for online adaptive radiotherapy Lin J, Chen M, Lai Y, Trivedi Z, Wu J, Foo T, Gonzalez Y, Reynolds Jr. RR, Park C, Yan Y, Godley A, Jiang S, Jia X, Lin MH, Pompos A, Lu W Medical physics 2024 Jan 51 18-30 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 Stability Evaluation of Computational Intelligence-Based Subset Feature Selection Methods on Breast Cancer Data Analysis Yu S, Liu B, Li B, Jin M, Wu J, Yu H 2022 Dec 587-594 A Stability Evaluation of Feature Ranking Algorithms on Breast Cancer Data Analysis Yu S, Li B, Liu B, Jin M, Wu J, Yu H 2022 Dec 606-613 Development of the TOA-Related Models for PM2.5Prediction Pre- and Post-COVID-19 Outbreak over Yangtze River Delta Region of China Yang L, Shi T, Lin M, Wu J, Wang S, Liu Y Journal of Sensors 2022 2022 Deep learning-based medical image segmentation with limited labels Chi W, Ma L, Wu J, Chen M, Lu W, Gu X Physics in medicine and biology 2020 Nov 65 Robustness study of noisy annotation in deep learning based medical image segmentation Yu S, Chen M, Zhang E, Wu J, Yu H, Yang Z, Ma L, Gu X, Lu W Physics in medicine and biology 2020 Sep 65 A Matlab Toolbox for Feature Importance Ranking Yu S, Zhang Z, Liang X, Wu J, Zhang E, Qin W, Xie Y 2019 Nov Results 1-9 of 9 1 Honors & Awards Director's Scholarship - Outstanding Graduate Students in Research, Institute of Physics Chinese Academy of Science (2013) Professional Associations/Affiliations American Association of Physicists in Medicine (AAPM) (2022) Institute of Electrical and Electronics Engineers (IEEE) (2022)
