科研成果

• Chenyang Zhou, Yun Tian*, et al. Global-Local Structure-Aware Alignment for  Automated LGE MRI Report Generation[C], in MICCAI  2026 (CCF-B).
• Jianjun Shao, Yun Tian*. Disease-Consistent Visual-Text Alignment and Fusion for Reliable Radiology Report Generation[C], in MICCAI 2026 (CCF-B).
• Yansong Li, Zhongxi Qiu, Yun Tian*, Zheng Jinyu, Shuo Li. CMR-RD: Long-Tailed Adaptive VLM for Explainable CMR Diagnosis[C]，in  CVPR 2025 (CCF-A).
• 廖牛语,田沄*,李岩松,薛海峰,杜长坤,张国华.大模型工具学习:方法、作用与机制[J].计算机工程, 2025, 51(12):1-17 (CCF-T2).  https://mp.weixin.qq.com/s/Jlwclm5tdUH76U-_LxZDBg
• He Jin，Liu Weizhou, Zhao Shifeng, Tian Yun*, Wang Shuo. Algebraic Sphere Surface Fitting for Accurate and Efficient Mesh Reconstruction from Cine CMR Images[C]，in MICCAI 2024 (CCF-B).
• Li Yansong, Zhao Lulu, Tian Yun*, Zhao Shifeng. T1 and T2 Mapping Reconstruction Based on Conditional DDPM[C]，in Processings of MICCAI-STACOM, 2023.
• He Jin，Liu Weizhou, Tian Yun*, Zhao Shifeng.  Accelerating Cardiac MRI via Deblurring Without Sensitivity Estimation[C]，in Processings of MICCAI-STACOM, 2023.
• Penghui Li, Rui Zhou, Jin He, Shifeng Zhao, Yun Tian*. A global-frequency-domain network for medical image segmentation[J]. Computers in Biology and Medicine,2023,164: 107290.
• Xiaoxuan Zhang, Caixia Cui, Shifeng Zhao*, Lizhi Xie, Yun Tian*. Cardiac magnetic resonance radiomics for disease classification[J]. European Radiology,  2023, 33(4):2312-2323.
• Jinxiao Xiao, Yansong Li, Yun Tian*, Dongrong Xu，Penghui Li, Shifeng Zhao, Yunhe Pan. Visual recognition of cardiac pathology based on 3D parametric model reconstruction[J]. Frontiers of Information Technology & Electronic Engineering, 2022, 23(09):1324-1338.
• Wei Wang, Yun Tian*, Yang Xu, Xiaoxuan Zhang, Yansong Li, Shifeng Zhao & Yanhua Bai. 3cDe-Net: a cervical cancer cell detection network based on an improved backbone network and multiscale feature fusion[J],BMC Medical Imaging，2022，22:130.
• Yanan Liu, Yun Tian*, Yang Xu, Shifeng Zhao, Yapei Huang, Yachun Fan, Fuqing Duan and PingGuo. TPGN: A Time-Preference Gate Network for e-commerce purchase intention recognition[J], Knowledge-Based Systems, 2021, 220:106920
• Xiaoying Huang, Yun Tian*, Shifeng Zhao, Tao Liu, Wei Wang and Qingjun Wang. Direct full quantification of the left ventricle via multitask regression and classification[J], Applied Intelligence, 2021, 51(8): 5745–5758
• T Liu, Y Tian*, S Zhao and X Huang, Graph Reasoning and Shape Constraints for Cardiac Segmentation in Congenital Heart Defect[C]，in Processings of MICCAI, 2020.
• Y Huang, Y Tian*, Z Liu, X Jin, Y Liu and S Zhao, A Traffic Density Estimation Model Based on Crowdsourcing Privacy Protection[J]. ACM Transactions on Intelligent Systems and Technology, 2020, 11(4): Article 46.
• T Liu, Y Tian*, S Zhao, X Huang and Q Wang, Residual Convolutional Neural Network for Cardiac Image Segmentation and Heart Disease Diagnosis[J]. IEEE Access, 2020, 8: 82153-82161.
• Y Tian, Z Liu and S Zhao, Vascular Segmentation of Neuroimages Based on a Prior Shape and Local Statistics[J]. Frontiers of Information Technology & Electronic Engineering, 2019, 20(8):1099-1108.
• T Liu, Y Tian*, S Zhao, X Huang, Y Xu, G Jiang and Q Wang, Pseudo-3D Network for Multi-sequence Cardiac MR Segmentation[C]，in Processings of MICCAI-STACOM, 2019.
• T Liu, Y Tian*, S Zhao, X Huang and Q Wang, Automatic Whole Heart Segmentation Using a Two-Stage U-Net Framework and an Adaptive Threshold Window[J]. IEEE Access, 2019，7: 83628-83636.
• Yun Tian, Wei Wang, Yabo Yin, Weizhou Wang, Fuqing Duan and Shifeng Zhao, Predicting Pregnancy Rate Following Multiple Embryo Transfers Using Algorithms Developed Through Static Image Analysis[J]. Reproductive BioMedicine Online,2017,34(5):473-479.
• Tian Yun, Pan Yutong, Duan Fuqing, Zhao Shifeng, Wang Qingjun and Wang Wei, Automated Segmentation of Coronary Arteries Based on Statistical Region Growing and Heuristic Decision Method[J]. Biomed Research International, 2016, ID:3530251.
• Yunhe Pan, Yun Tian, Xiaolong Liu, Dedao Gu and Gang Hua, Urban Big Data and the Development of City Intelligence[J]. Engineering,2016,2(2):171-178.
• 潘云鹤，田沄，刘晓龙，顾德道，华岗，城市大数据与城市智能化发展(中文版) [J]. Engineering, 2016,2(2):171-178. DOI: 10.1016/J.ENG.2016.02.003
• Tian Yun, Chen Qingli, Peng Yu, Duan Fuqing, Wang Qingjun, Wu Zhongke, and Mingquan Zhou, A Vessel Active Contour Model for Vascular Segmentation[J]. BioMed Research International, 2014, ID:106490.
• Yun Tian, Fuqing Duan, Ke Lu, Mingquan Zhou, Zhongke Wu, Wang Qingjun, Sun Lin, and Xie Lizhi, A Flexible 3D Cerebrovascular Extraction from TOF-MRA Images[J]. Neurocomputing, 2013,121:392-400.
• Yun Tian, Fuqing Duan, Mingquan Zhou, and Zhongke Wu, Active Contours Model Combining Region and Edge Information[J]. Machine Vision and Applications, 2013,24(1):47-61.

• 智能城市建设大数据战略研究，浙江大学出版社，2018.12（执笔组成员）

• 宁波城市大数据研究，浙江大学出版社，2017.12（执笔组成员）

• 中国智能城市建设与推进战略研究，浙江大学出版社，2015.11（执笔组成员）

• 中国人工智能2.0发展战略研究，浙江大学出版社，2018.12 (项目组成员)

• 田沄, 刘彬, 李岩松, 赵世风. 基于GT-UNet的全心分割算法，2026-01-09，中国，ZL202210645929.4

• 田沄, 李岩松. 心脏磁共振T1 mapping图像合成方法，2025-08-19，中国，申请号202511158284.1（受理）

• 田沄, 何金, 赵世风. 心脏动态三维形状构建方法，2025-08-01，中国，ZL202411646491.7

• 田沄, 廖牛语, 李岩松. 基于大语言模型的无人车编队自动控制方法及系统，2025-07-11，中国，ZL202411592448.7

• 赵世风, 历彦阳, 田沄. 基于经纬坐标的心脏曲面特征点提取方法，2025-05-30，中国，ZL202310727262.7

• 田沄, 李岩松, 肖金肖, 赵世风. 基于等高对齐的心脏三维模型对应点匹配，2024-11-29，中国，ZL202210344324.1

• 田沄, 周晓晨, 赵世风. 基于截面形变几何信息的冠脉狭窄双重判定方法，2022-03-15，中国，ZL201811228755.1

• 赵世风, 田沄, 王学松, 武仲科, 周明全. 一种利用积分曲线计算血管壁厚度的方法，2021-07-23，中国，ZL201811209581.4

• 田沄, 潘雨彤, 段福庆, 赵世风, 王嘉欣, 刘子丰. 一种全自动冠状动脉分割方法，2019-10-11，中国，ZL201610609735.3

• 赵世风, 周明全, 武仲科, 田沄, 徐鹏飞. 基于测地线的脑血管长度及弯曲度度量方法，2018-02-02，中国，ZL201510158969.6

• 田沄, 周明全, 武仲科, 赵世风, 王醒策, 解立志. 自动初始化的局域活动轮廓模型心脑血管分割方法，2016-07-27，中国，ZL201210500362.8