Zhao X, Wang X, Du Y(*), Peng Y. CBCT-IDDNet: a three-dimensional Res-UNet based image domain denoising network for clinical dose cone-beam computed tomography-winner of the International Conference on Acoustics, Speech, and Signal Processing-2024 challenge,Quantitative Imaging in Medicine and Surgery,

Zhao X, Du Y(*), Peng Y. DLPVI: Deep learning framework integrating projection, view-by-view backprojection, and image domains for high- and ultra-sparse-view CBCT reconstruction,Computerized Medical Imaging and Graphics,

Zhao X, Du Y(*), Peng Y(*). VVBPNet: Deep learning model in view-by-view backprojection (VVBP) domain for sparse-view CBCT reconstruction,Biomedical Signal Processing and Control,

Jianhao Geng(#), Siyuan Zhang(#), Ruoxi Wang, Lu Bai, Qi Chen, Shaobin Wang, Xianggao Zhu, Zhiyan Liu, Haizhen Yue(*), Hao Wu, Yongheng Li, Yi Du(*). Deep-learning based triple-stage framework for MRI-CT cross-modality gross tumor volume (GTV) segmentation for rectal cancer neoadjuvant radiotherapy,Biomedical Signal Processing and Control,

Zhao X, Du Y(*), Yue H, Wang R, Zhou S, Wu H, Wang W, Peng Y(*). Deep learning-based projection synthesis for low-dose cone-beam computed tomography imaging in image-guided radiotherapy,Quantitative Imaging in Medicine and Surgery,

Geng J(#), Sui X(#), Du R(#), Feng J, Wang R, Wang M, Yao K, Chen Q, Bai L, Wang S, Li Y, Wu H, Hu X(*), Du Y(*). Localized fine-tuning and clinical evaluation of deep-learning based auto-segmentation (DLAS) model for clinical target volume (CTV) and organs-at-risk (OAR) in rectal cancer radiotherapy,Radiation Oncology,

Du Y(#), Wang R(#) , Biguri A, Zhao X, Peng Y, Wu H(*), TIGRE-VarianCBCT for on-board cone-beam computed tomography, an open-source toolkit for imaging, dosimetry and clinical research,Physica Medica-European Journal of Medical Physics,

放疗靶区自动勾画

质子重离子治疗

低剂量与动态CBCT成像

深度学习驱动三域联合的放疗4D-CBCT在线成像框架研究, 课题负责人, 2024.1.1～2027.12.31, 国家自然科学基金-面上项目

基于深度学习双域联合端到端的放疗机载锥形束CT低剂量成像方法研究, 课题负责人, 2025.3.12～2027.12.31, 北京市自然科学基金

医用诊断CT关键质控参量溯源技术研究, 参加者, 2023.11.1～2027.10.31, 科技部重点研发计划-数字诊疗专项

放射治疗设备临床应用评价方法研究, 参加者, 2022.11.1～2025.10.31, 科技部重点研发计划-数字诊疗专项

用于精确放疗胶体剂量计读出的新型双波长光学CT成像研究, 课题负责人, 2021.1.1～2023.12.31, 国家自然科学基金-青年项目

基于深度学习投影合成的放疗加速器机载锥束CT低剂量成像方法研究, 课题负责人, 2021.1.1～2023.12.31, 北京市自然科学基金-面上项目

质子剂量在线监测研究, 参加者, 2016.7.1～2022.12.31, 科技部重点研发计划-数字诊疗专项

质子放射治疗的凝胶化学剂量计三维质控模体, 参加者, 2016.7.1～2022.12.31, 科技部重点研发计划-数字诊疗专项