目录
更新日期:2024年9月14日
姓 名 宋婷 性 别
民 族 汉族 导师层次 博士导师
技术职称 副教授 导师类型 学术型
最后学历 博士研究生毕业 最后学位 工学博士学位
行政职务 Email tingsong2015@smu.edu.cn
工作单位 南方医科大学 邮政编码 510515
个人简介
 

宋婷,女,工学博士,南方医科大学生物医学工程学院副教授/博士生导师,美国加州大学圣迭戈分校、美国德州大学西南医学中心访问学者。长期从事肿瘤放射治疗物理相关科学研究与应用开发工作,内容包括放疗计划设计中的剂量计算与计划优化、计划设计过程中的自动质量控制以及大数据自动智慧计划设计(KBP)等。近年主持科技部重点研发计划项目课题、国家自然科学基金项目、南方医科大学优青培育项目等各类纵向课题9 项;以第一/通讯作者发表科研论文30余篇,其中SCI收录20余篇,封面、高被引文章各一篇;以第一发明人身份申请发明专利10项(6项已授权);Medical Physics、Physics in Medicine and Biology、Expert Systems With Applications 等领域知名期刊外审专家。

 

研究领域

肿瘤放射治疗物理(计划设计与优化、剂量计算等)、放疗计划大数据与人工智能、先进放射治疗技术(MRI-only放疗、质子放疗等)

个人成果

[1]. Wenwen Cai, Shouliang Ding, Huali Li, Xuanru Zhou, Wen Dou, Linghong Zhou, Ting Song* and Yongbao Li*, Automatic IMRT treatment planning through fuence prediction and plan fne-tuning for nasopharyngeal carcinoma, Radiation Oncology, 2024,19:39.

[2]. Yongbao Li, Wenwen Cai, Fan Xiao, Xuanru Zhou, Jiajun Cai, Linghong Zhou, Wen Dou* and Ting Song*, Simultaneous dose distribution and fluence prediction for nasopharyngeal carcinoma IMRT, Radiation Oncology, 2023,18:110.

[3]. Qiyuan Jia, Chuancheng Zheng, Yongbao Li, Futong Guo, Linghong Zhou*,Ting Song*, A predicted three-dimensional dose sequence based treatment planning optimization method for gynecologic IMRT, Medical Engineering and Physics, 2023, 118:104011. 

[4]. Xuanru Zhou, Wenwen Cai, Jiajun Cai, Fan Xiao, Mengke Qi, Jiawen Liu, Linghong Zhou, Yongbao Li*, Ting Song*, Multimodality MRI synchronous construction based deep learning framework for MRI-guided radiotherapy synthetic CT generation, Computers in Biology and Medicine, 2023,162:107054. 

[5]. Ting Song, Linghong Zhou*, Yongbao Li*, Cross-engine transformation-based fast dose calculation for MRI-Linac online treatment planning, Medical Physics, 2023, 50(4):2429-2437. 

[6]. Yongbao Li, Wenzhao Sun, Hongdong Liu, Shouliang Ding, Bin Wang, Xiaoyan Huang*, Ting Song*, Development of a GPU-superposition Monte Carlo code for fast dose calculation in magnetic fields, Physics in Medicine and Biology, 2022,67(12):125002. 

[7]. Fan Xiao, Jiajun Cai, Xuanru Zhou, Linghong Zhou, Ting Song*, Yongbao Li*, TransDose: a transformer-based UNet model for fast and accurate dose calculation for MR-LINACs, Physics in Medicine and Biology, 2022,67(12):125013. 

[8].   M. Qi#, Y. Li#, A. Wu, X. Lu, L. Zhou*, T. Song*, Multi-sequence MR generated sCT is promising for HNC MR-only RT: a comprehensive evaluation of previously developed sCT generation networks, Medical Physics, 2022:10.1002/mp.15572.

[9].   Yongbao Li#, Fan Xiao#, Biaoshui Liu, Mengke Qi, Xingyu Lu, Jiajun Cai, Linghong Zhou*, Ting Song*, Deep learning-based 3D in vivo dose reconstruction with EPID for MR-LINACs: A proof of concept study, Physics in Medicine and Biology, 2021,66(23):235011.

[10]. Yongbao Li, Shouliang Ding, Bin Wang, Hongdong Liu, Xiaoyan Huang, Ting Song*, Extension a nd va lidation of a GPU-Monte C arlo dose engine gDPM for 1 .5 T M R-LINAC online independent dose verification, Medical Physics, 2021,48(10):6174-6183. 

[11]. M. Qi#, Y. Li#, A. Wu#, Q. Jia, B. Li, W. Sun, Z. Dai, X. Lu, L. Zhou*, X. Deng* and T. Song*, Multi-sequence MR image-based synthetic CT generation using a generative adversarial network for head and neck MRI-only radiotherapy, Medical Physics, 2020. 47(4):1880-1894. 

[12]. A. Wu#, Y. Li#, M. Qi#, Q. Jia, B. Li, W. Sun, Z. Dai, X. Lu, L. Zhou*, X. Deng* and T. Song*, Dosiomics improves prediction of locoregional recurrence for intensity modulated radiotherapy treated head and neck cancer cases, Oral Oncology, 2020,104:10.1016/j.oraloncology.2020.104625. 

[13]. M. Qi#, Y. Li#, A. Wu#, Q. Jia, F. Guo, X. Lu, F. Kong, Y. Mai, L. Zhou* & T. Song*, Region-specific three-dimensional dose distribution prediction: a feasibility study on prostate VMAT cases, Journal of Radiation Research and Applied Sciences, 2020,13(1): 485-495. 

[14]. Aiqian Wu#, Yongbao Li#, Mengke Qi#, Qiyuan Jia, Futong Guo, Xingyu Lu, Linghong Zhou*,  Ting Song*, Robustness comparative study of dose–volume–histogram prediction models for knowledge-based radiotherapy treatment planning, Journal of Radiation Research and Applied Sciences, 2020,13(1): 390-397

[15]. Yanhua Mai , Fantu Kong, Yiwei Yang, Linghong Zhou*, Yongbao Li* and Ting Song*, Voxel-based automatic multi-criteria optimization for intensity modulated radiation therapy. Radiation Oncology, 13 (2018) 241-253.

[16]. T. Song, D. Staub, M. Chen, W. Lu, Z. Tian, X. Jia, Y. Li, L. Zhou*, S. Jiang*, and X. Gu*, Patient-specific dosimetric endpoints based treatment plan quality control in radiotherapy. Phys. Med. Biol., 60 (2015) 8213–8227.