You Zhang, Ph.D. Titles and Appointments Associate Professor School Medical School Department Radiation Oncology Graduate Programs Biomedical Engineering Biography Download Curriculum Vitae Therapeutic Physics Residency, UT Southwestern Medical Center (2018) Ph.D., Duke University, Medical Physics (2015) B.S., Nanjing University, Physics (2010) Education Graduate School Duke University (2015), Philosophy Research Interest 3D/4D CT/CBCT reconstruction and analysis 4D MRI reconstruction Artificial intelligence and automation in radiation therapy Biomechanical modeling and finite element analysis Deformable registration and its application in image-guided radiation therapy Radiotherapy dose calculation and plan optimization Real-time volumetric imaging Publications FDDM: unsupervised medical image translation with a frequency-decoupled diffusion model Li Y, Shao HC, Qian X, Zhang Y Machine Learning: Science and Technology 2025 Jun 6 Internal Target Volume Estimation for Liver Cancer Radiation Therapy Using an Ultra Quality 4-Dimensional Magnetic Resonance Imaging Liao YP, Xiao H, Wang P, Li T, Aguilera TA, Visak JD, Godley AR, Zhang Y, Cai J, Deng J Advances in Radiation Oncology 2025 Jun 10 Patient-specific MRI super-resolution via implicit neural representations and knowledge transfer Li Y, Liao YP, Wang J, Lu W, Zhang Y Physics in medicine and biology 2025 Apr 70 Plug-and-play segment anything model improves nnUNet performance Li Y, Jing B, Li Z, Wang J, Zhang Y Medical physics 2025 Feb 52 899-912 Real-time CBCT imaging and motion tracking via a single arbitrarily-angled x-ray projection by a joint dynamic reconstruction and motion estimation (DREME) framework Shao HC, Mengke T, Pan T, Zhang Y Physics in medicine and biology 2025 Jan 70 A segment anything model-guided and match-based semi-supervised segmentation framework for medical imaging Xu G, Qian X, Shao HC, Luo J, Lu W, Zhang Y Medical physics 2025 Histogram matching-enhanced adversarial learning for unsupervised domain adaptation in medical image segmentation Qian X, Shao HC, Li Y, Lu W, Zhang Y Medical physics 2025 SAMScore: A Content Structural Similarity Metric for Image Translation Evaluation Li Y, Chen M, Wang K, Ma J, Bovik AC, Zhang Y IEEE Transactions on Artificial Intelligence 2025 Adaptive wavelet-VNet for single-sample test time adaptation in medical image segmentation Qian X, Lu W, Zhang Y Medical physics 2024 Dec 51 8865-8881 Prediction of pathological complete response to chemotherapy for breast cancer using deep neural network with uncertainty quantification Jing B, Wang K, Schmitz E, Tang S, Li Y, Zhang Y, Wang J Medical physics 2024 Dec 51 9385-9393 Results 1-10 of 80 1 2 3 4 5 Next Last Books Featured Books Principles and Practice of Image-Guided Abdominal Radiation Therapy (2023). Combined kV/MV imaging and tomosynthesis. In Handbook of 2018 AAPM Summer School: Image Guidance in Radiation Therapy: Techniques, Accuracy, and Limitations L. Ren, Y. Zhang (2018). Medical Physics Publishing Kilovoltage and megavoltage x-ray imaging in radiotherapy. In Handbook of X-ray Imaging: Physics and Technology Y. Zhang, J. Wang (2017). Taylor & Francis Honors & Awards ASTRO Travel Award (2022-2022) AAPM Summer School Scholarship (2019-2019) AAPM Science Council Associates Mentorship Program (2018-2019) AAPM John R. Cameron Young Investigator Competition Finalists (2016-2016) ASTRO Basic/Translational Science Abstract Award (2016-2016) Professional Associations/Affiliations AAPM (2011) AAPM Southwest Chapter (2016) ASTRO (2020) IEEE (2020) ISMRM (2020) MICCAI (2020)
