专注于基于人工智能的时序视频行为识别、图像处理方向。前期研究中在多模态融合的医学影像学方法、仪器设备开发的研究中，包括深度学习系列算法的开发，高灵敏度光学设备以及和CT融合设备的研发上具有深厚的研究基础。近年来，发表国际SCI检索文章40余篇，影响因子10分以上文章8篇，授权发明专利6项，第一/并列作者发表SCI检索论文15篇，其中10分以上文章4篇，JCR排名均在前5%，总影响因子大于150，平均单篇影响因子大于5；先后承担基金委青年、面上项目、国家自然基金委重大专项研究、国家重点研发计划干细胞示踪专项、科学院青年创新促进会、院重大科研仪器装备等多项项目，目前承担项目总经费千万以上。兼任东北大学、哈尔滨工业大学的研究生导师。

东北大学（电子信息）、哈尔滨工业大学兼职导师（优先硕博连读，专业：电子信息与计算机类）：欢迎保研同学报考，录取后在自动化所培养。

哈尔滨理工大学兼职导师：欢迎各位同学报考。

研究方向：计算机视觉与智能系统，多模态人工智能理论与技术

欢迎计算机、自动化、数学、生物医学工程等相关专业的学生报考或实习，欢迎对人工智能、计算机视觉、医药交叉方向感兴趣的同学 ；

本课题组常年招收 计算机图像/视频处理类的助研、博后。待遇优厚，欢迎来信来电咨询。

团队网站：http://www.intelligentmed.net/#/

中国科学院自动化研究所                               导师              招收免推批次研究生

东北大学 电子信息专业                                  兼职导师       招收免推批次研究生

哈尔滨理工大学   自动化学院                         兼职导师       欢迎报考和调剂联系

以上所有类别招生，都在自动化所（北京海淀中关村）培养。

081203-计算机应用技术
081104-模式识别与智能系统

计算机视觉与智能系统
多模态人工智能理论与技术

2008-09--2011-06   中国科学院自动化研究所   博士研究生/工学博士
2005-06--2008-06   北京化工大学 生命学院   硕士研究生/工学硕士
2000-09--2004-06   山东大学 控制学院   本科/工学学士

博士研究生

工学博士

   

2018-10~现在, 中国科学院自动化所, 研究员
2013-10~2018-10,中国科学院自动化所, 副研究员
2011-06~2013-10,中国科学院自动化所, 助理研究员

2021-01-01-今,东北大学, 医学与生物信息工程学院兼职导师
2020-10-15-今,哈尔滨理工大学, 自动化学院兼职导师
2015-04-30-今,中国图学学会医学图像与设备专委会, 秘书长
2014-01-01-今,中国仿真学会医疗仿真专委会, 委员
2011-01-01-今,中国生物物理学会分子影像专委会, 青年委员

   

[1] 马喜波, 宁昭铱. 一种血压检测装置. 202310483711.8., 2023-05-04.
[2] 马喜波, 孙峥, 周兵. 基于卷积神经网络的灵长类动物姿态估计系统、方法. CN 113011402 B, 2023-04-25.
[3] 马喜波, 揭晨露. 图像分块特征提取方法、装置及存储介质. 202310260982.7, 2023-03-17.
[4] 马喜波, 梁科委. 动作标注方法、装置、设备及存储介质. 202310259897.9, 2023-03-17.
[5] 马喜波, 徐哲, 雷震. 基于SlowFast的行为识别方法、系统及设备. CN: CN113723169A, 2021-11-30.
[6] 马喜波, 李晗, 雷震. 一种小鼠行为量化分析方法、装置、设备及可读存储介质. CN: CN113627255A, 2021-11-09.
[7] 马喜波, 刘宇浩, 雷震. 一种应用于自然图像的处理模型的搭建方法及装置. CN: CN113627434A, 2021-11-09.
[8] 马喜波, 刘宇浩, 雷震. 头颈部器官影像分割方法、装置、电子设备和存储介质. CN: CN113487622A, 2021-10-08.
[9] 马喜波, 雷震, 蔡引江. 基于目标物品增强表示的用户个性化信息推荐方法. CN: CN113220994A, 2021-08-06.
[10] 马喜波, 雷震, 梁科委. 基于数据增强的脑部图像分析系统、方法及设备. CN: CN113223014A, 2021-08-06.
[11] 马喜波, 朱霖, 雷震. 双通路颅咽管瘤侵袭性分类及其病灶区域分割系统. CN: CN113177981A, 2021-07-27.
[12] 马喜波, 李晗, 雷震. 一种小鼠行为量化分析方法、装置、设备及可读存储介质. ：202110767576.0, 2021-07-07.
[13] 马喜波, 孙峥, 周兵. 基于卷积神经网络的灵长类动物姿态估计系统、方法. CN: CN113011402A, 2021-06-22.
[14] 田捷, 马喜波, 孙峥, 王宇. 基于卷积神经网络的无创在体干细胞示踪方法及系统. CN: CN111276181A, 2020-06-12.
[15] 田捷, 马喜波, 朱霖. 基于链置换反应的miRNA探针初筛方法、系统. CN: CN111235230A, 2020-06-05.
[16] 田捷, 马喜波, 张帅. 基于相关熵匹配追踪的激发荧光断层重建方法. CN: CN108309340A, 2018-07-24.
[17] 田捷, 靳玉慎, 马喜波, 孟慧, 张帅. 一种肿瘤诊断试剂盒. CN: CN107064513A, 2017-08-18.
[18] 田捷, 靳玉慎, 马喜波, 孟慧, 张帅. 一种肿瘤组织体外病理染色试剂盒. CN: CN106840811A, 2017-06-13.
[19] 田捷, 杨玉洁, 董迪, 惠辉, 马喜波, 施亮亮, 汪俊. 基于仿体的光学投影断层成像系统的几何校正方法. CN: CN104713864A, 2015-06-17.
[20] 杨鑫, 惠辉, 田捷, 董迪, 马喜波. 多光子激发多向照明显微成像系统. CN: CN104677872A, 2015-06-03.
[21] 杨鑫, 惠辉, 田捷, 董迪, 马喜波. 多光子激发光片照明显微成像系统. CN: CN104677871A, 2015-06-03.
[22] 杨鑫, 刘振宇, 田捷, 董迪, 马喜波, 彭冬. 一种集成光声与X射线断层成像的分离式成像系统. CN: CN103519789A, 2014-01-22.
[23] 田捷, 施亮亮, 董迪, 马喜波, 詹诗杰, 刘振宇. 一种分离式多模融合三维断层成像系统及其方法. CN: CN103431912A, 2013-12-11.
[24] 田捷, 郭进, 董迪, 杨鑫, 马喜波, 施亮亮. 一种位置可调的光学投影断层成像系统样本固定装置. CN: CN103364254A, 2013-10-23.
[25] 田捷, 刘振宇, 彭冬, 马喜波, 董迪, 徐敏. 一种基于迭代自适应加权的有限视角光声成像重建方法. CN: CN103345770A, 2013-10-09.
[26] 马喜波, 田捷, 刘学彦, 杨鑫. 基于正则化迭代的有限角度光声成像重建方法及装置. CN: CN103310472A, 2013-09-18.
[27] 田捷, 郭进, 董迪, 杨鑫, 马喜波, 杨玉洁. 一种基于景深融合的光学投影断层成像图像获取方法. CN: CN103308452A, 2013-09-18.
[28] 田捷, 董迪, 秦承虎, 杨鑫, 郭进, 马喜波. 光学投影断层成像系统. CN: CN102743159A, 2012-10-24.
[29] 田捷, 董迪, 秦承虎, 杨鑫, 郭进, 马喜波. 一种基于拼合螺旋扫描方式的光学投影断层成像方法. CN: CN102727188A, 2012-10-17.
[30] 田捷, 刘学彦, 彭冬, 马喜波, 杨鑫. 基于有限角度扫描的光声断层成像装置及方法. CN: CN102727259A, 2012-10-17.

   

[1] Zenghao Bao, Yutian Luo, Zichang Tan, Jun Wan, Xibo Ma, Zhen Lei. Deep domain-invariant learning for facial age estimation. NEUROCOMPUTING[J]. 2023, 534: 86-93, http://dx.doi.org/10.1016/j.neucom.2023.02.037.
[2] Caijie Qin, Yong Li, Chibiao Liu, Xibo Ma. Cuff-Less Blood Pressure Prediction Based on Photoplethysmography and Modified ResNet. BIOENGINEERING[J]. 2023, 10(400): https://doaj.org/article/aea9e4c2b1364117a5c837bb81ea7244.
[3] Zhang, Song, Jing, Jiangbo, Meng, Lingchen, Xu, Bin, Ma, Xibo, Tian, Wenjing. Peptide-Conjugated Aggregation-Induced Emission Fluorogenic Probe for Glypican-3 Protein Detection and Hepatocellular Carcinoma Cells Imaging. CHEMOSENSORS[J]. 2022, 10(5): http://dx.doi.org/10.3390/chemosensors10050195.
[4] Zenghao Bao, Zichagn Tan, Jun Wan, Xibo Ma, Guodong Guo, 雷震. Divergence-driven Consistency Training for Semi-Supervised Facial Age Estimation. IEEE Transactions on Information Forensics and Security[J]. 2022, [5] Zheng Sun, Xiangyu Zhu, Zhen Lei, Ma, Xibo. Caged Monkey Dataset: A New Benchmark for Caged Monkey Pose Estimation. PRCVnull. 2022, [6] Zhu, Lin, Zhang, Lingling, Hu, Wenxing, Chen, Haixu, Li, Han, Wei, Shoushui, Chen, Xuzhu, Ma, Xibo. A multi-task two-path deep learning system for predicting the invasiveness of craniopharyngioma. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE[J]. 2022, 216: http://dx.doi.org/10.1016/j.cmpb.2022.106651.
[7] Zhang, Yu, Liang, Kewei, He, Jiaqi, Ma, He, Chen, Hongyan, Zheng, Fei, Zhang, Lingling, Wang, Xinsheng, Ma, Xibo, Chen, Xuzhu. Deep Learning With Data Enhancement for the Differentiation of Solitary and Multiple Cerebral Glioblastoma, Lymphoma, and Tumefactive Demyelinating Lesion. FRONTIERS IN ONCOLOGY[J]. 2021, 11: 9-, https://doaj.org/article/67040c07c41740759234c14c1eb05122.
[8] Ma Xibo. motif-aware sequential recommendation.. SIGIR 2021. 2021, [9] Wang, Qiyue, Ma, Xibo, Liao, Hongwei, Liang, Zeyu, Li, Fangyuan, Tian, Jie, Ling, Daishun. Artificially Engineered Cubic Iron Oxide Nanoparticle as a High-Performance Magnetic Particle Imaging Tracer for Stem Cell Tracking. ACS NANO[J]. 2020, 14(2): 2053-2062, http://dx.doi.org/10.1021/acsnano.9b08660.
[10] Wang, Lili, Liu, Guoqiang, Chen, Siping, Chen, Xin, Ma, Xibo, Xia, Hui. Novel reconstruction algorithm of magnetoacoustic tomography based on ring transducer array for acoustic speed inhomogeneous tissues. MEDICAL PHYSICS[J]. 2020, 47(8): 3533-3544, https://www.webofscience.com/wos/woscc/full-record/WOS:000534819600001.
[11] Weiqi Zhang, Shu Zhang, Pengze Yan, Jie Ren, Moshi Song, Jingyi Li, Jinghui Lei, Huize Pan, Si Wang, Xibo Ma, Shuai Ma, Hongyu Li, Fei Sun, Haifeng Wan, Wei Li, Piu Chan, Qi Zhou, GuangHui Liu, Fuchou Tang, Jing Qu. A single-cell transcriptomic landscape of primate arterial aging. NATURE COMMUNICATIONS[J]. 2020, 11(1): http://dx.doi.org/10.1038/s41467-020-15997-0.
[12] Meng, Lingchen, Ma, Xibo, Jiang, Shan, Ji, Guang, Han, Wenkun, Xu, Bin, Tian, Jie, Tian, Wenjing. High-efficiency fluorescent and magnetic multimodal probe for long-term monitoring and deep penetration imaging of tumors. JOURNAL OF MATERIALS CHEMISTRY B[J]. 2019, 7(35): 5345-5351, https://www.webofscience.com/wos/woscc/full-record/WOS:000486046100007.
[13] Wang, Yi, Ma, Xibo, Chai, Wei, Tian, Jie. Multiscale Stem Cell Technologies for Osteonecrosis of the Femoral Head. STEM CELLS INTERNATIONAL[J]. 2019, 2019: http://ir.ia.ac.cn/handle/173211/25315.
[14] Ma Xibo. High-efficient Fluorescent and Magnetic Multi-modality probes for long-term monitoring and deep penetrating imaging of tumor. Journal of Materials Chemistry B. 2019, [15] Meng, Hui, Wang, Kun, Gao, Yuan, Jin, Yushen, Ma, Xibo, Tian, Jie. Adaptive Gaussian Weighted Laplace Prior Regularization Enables Accurate Morphological Reconstruction in Fluorescence Molecular Tomography. IEEE TRANSACTIONS ON MEDICAL IMAGING[J]. 2019, 38(12): 2726-2734, http://dx.doi.org/10.1109/TMI.2019.2912222.
[16] Li, Xianlei, Bottini, Massimo, Zhang, Luyao, Zhang, Shuai, Chen, Jing, Zhang, Tingbin, Liu, Lu, Rosato, Nicola, Ma, Xibo, Shi, Xinghua, Wu, Yan, Guo, Weisheng, Liang, XingJie. Core-Satellite Nanomedicines for in Vivo Real-Time Monitoring of Enzyme-Activatable Drug Release by Fluorescence and Photoacoustic Dual-Modal Imaging. ACS NANO[J]. 2019, 13(1): 176-186, http://dspace.imech.ac.cn/handle/311007/78468.
[17] Ma, Xibo, Chen, Lei, Yang, Yingcheng, Zhang, Weiqi, Wang, Peixia, Zhang, Kun, Zheng, Bo, Zhu, Lin, Sun, Zheng, Zhang, Shuai, Guo, Yingkun, Liang, Minmin, Wang, Hongyang, Tian, Jie. An Artificial Intelligent Signal Amplification System for in vivo Detection of miRNA. FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY[J]. 2019, 7: https://www.webofscience.com/wos/woscc/full-record/WOS:000501162100001.
[18] Ma Xibo. An artificial intelligence signal amplification system for in vivo detection of miRNA. Front Bioeng Biotechnol. 2019, [19] Ma Xibo. Robust reconstruction of fluorescence molecular tomography based on correntropy matching pursuit method for stem cell tracing. IEEE TRANSACTIONS ON MEDICAL IMAGING[J]. 2018, 37(10): 2176-2184, http://ir.ia.ac.cn/handle/173211/21741.
[20] Ma, Xibo, Jin, Yushen, Wang, Yi, Zhang, Shuai, Peng, Dong, Yang, Xin, Wei, Shoushui, Chai, Wei, Li, Xuejun, Tian, Jie. Multimodality Molecular Imaging-Guided Tumor Border Delineation and Photothermal Therapy Analysis Based on Graphene Oxide-Conjugated Gold Nanoparticles Chelated with Gd. CONTRAST MEDIA & MOLECULAR IMAGING[J]. 2018, 2018(2018): https://doaj.org/article/ef21b20920484b3383aebdb52195912a.
[21] Zhang, Shuai, Ma, Xibo, Wang, Yi, Wu, Meng, Meng, Hui, Chai, Wei, Wang, Xiaojie, Wei, Shoushui, Tian, Jie. Robust Reconstruction of Fluorescence Molecular Tomography Based on Sparsity Adaptive Correntropy Matching Pursuit Method for Stem Cell Distribution. IEEE TRANSACTIONS ON MEDICAL IMAGING[J]. 2018, 37(10): 2176-2184, https://www.webofscience.com/wos/woscc/full-record/WOS:000446342100002.
[22] Ma Xibo. Multi-scale stem cell technologies for osteonecrosis of the femoral head. Stem Cells International(IF=3.989). 2018, [23] Wei, Qiaolin, Chen, Yao, Ma, Xibo, Ji, Jianfeng, Qiao, Yue, Zhou, Bo, Ma, Fei, Ling, Daishun, Zhang, Hong, Tian, Mei, Tian, Jie, Zhou, Min. High-Efficient Clearable Nanoparticles for Multi-Modal Imaging and Image-Guided Cancer Therapy. ADVANCED FUNCTIONAL MATERIALS[J]. 2018, 28(2): https://www.webofscience.com/wos/woscc/full-record/WOS:000419454000013.
[24] Wang, Shuaifei, Li, Fangyuan, Qiao, Ruirui, Hu, Xi, Liao, Honrei, Chen, Lumin, Wu, Jiahe, Wu, Haibin, Zhao, Meng, Liu, Jianan, Chen, Rui, Ma, Xibo, Kim, Dokyoon, Sun, Jihong, Davis, Thomas P, Chen, Chunying, Tian, Jie, Hyeon, Taeghwan, Ling, Daishun. Arginine-Rich Manganese Silicate Nanobubbles as a Ferroptosis-Inducing Agent for Tumor-Targeted Theranostics. ACSNANO[J]. 2018, 12(12): 12380-12392, http://ir.ia.ac.cn/handle/173211/25637.
[25] Ma Xibo. High-Efficient Clearable Nanoparticles for Multi-Modal Imaging and Images-Guided Cancer Therapy. Advanced Functional Materials(IF=15.621,JCR前5%). 2017, [26] Jin, Yushen, Ma, Xibo, Zhang, Shuai, Meng, Hui, Xu, Min, Yang, Xin, Xu, Wanhai, Tian, Jie. A tantalum oxide-based core/shell nanoparticle for triple-modality image-guided chemo-thermal synergetic therapy of esophageal carcinoma. CANCER LETTERS[J]. 2017, 397: 61-71, http://dx.doi.org/10.1016/j.canlet.2017.03.030.
[27] Zhang Shuai, Ma Xibo, Meng Hui, Wei Shoushui, Tian Jie, IEEE. Robust reconstruction for fluorescence molecular tomography based on correntropy matching pursuit. 2017 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (NSS/MIC)null. 2017, [28] Li, Na, Wang, JiaBo, Zhao, YanLing, Zhang, Lin, Ma, XiBo, Li, XiaoFei, Song, Jie, Yang, Xin, Xiao, XiaoHe, Tian, Jie, Kang, TingGuo. Liver Protective and Reactive Oxygen Species Scavenging Effects of Emodin in Lipopolysaccharide/Bacillus Calmette Guerin-injured Mice by Optical Molecular Imaging. INTERNATIONAL JOURNAL OF PHARMACOLOGY[J]. 2017, 13(2): 175-182, http://dx.doi.org/10.3923/ijp.2017.175.182.
[29] Ma, Xibo, Hui, Hui, Jin, Yushen, Dong, Di, Liang, Xiaolong, Yang, Xin, Tan, Ke, Dai, Zhifei, Cheng, Zhen, Tian, Jie. Enhanced immunotherapy of SM5-1 in hepatocellular carcinoma by conjugating with gold nanoparticles and its in vivo bioluminescence tomographic evaluation. BIOMATERIALS[J]. 2016, 87(87): 46-56, http://dx.doi.org/10.1016/j.biomaterials.2016.02.007.
[30] Qin, Chenghu, Feng, Jinchao, Zhu, Shouping, Ma, Xibo, Zhong, Jianghong, Wu, Ping, Jin, Zhengyu, Tian, Jie. Recent advances in bioluminescence tomography: methodology and system as well as application (vol 8, pg 94, 2014). LASER & PHOTONICS REVIEWSnull. 2015, 9(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000348141200001.
[31] Ma, Xibo, Hui, Hui, Shang, Wenting, Jia, Xiaohua, Yang, Xin, Tian, Jie. Recent Advances in Optical Molecular Imaging and its Applications in Targeted Drug Delivery. CURRENT DRUG TARGETS[J]. 2015, 16(6): 542-548, http://ir.ia.ac.cn/handle/173211/8878.
[32] Jia, XiaoHua, Du, Yang, Mao, Duo, Wang, ZhongLiang, He, ZhenQiang, Qiu, JingDan, Ma, XiBo, Shang, WenTing, Ding, Dan, Tian, Jie. Zoledronic acid prevents the tumor-promoting effects of mesenchymal stem cells via MCP-1 dependent recruitment of macrophages. ONCOTARGET[J]. 2015, 6(28): 26018-26028, http://ir.ia.ac.cn/handle/173211/10864.
[33] Ma Xibo. Recent advances in optical techniques and its application in target drug delivery. Current Drug Targets（IF=3.848）. 2015, [34] Jin, Yushen, Ma, Xibo, Feng, Shanshan, Liang, Xiao, Dai, Zhifei, Tian, Jie, Yue, Xiuli. Hyaluronic Acid Modified Tantalum Oxide Nanoparticles Conjugating Doxorubicin for Targeted Cancer Theranostics. BIOCONJUGATE CHEMISTRY[J]. 2015, 26(12): 2530-2541, http://ir.ia.ac.cn/handle/173211/10653.
[35] Jin, Yushen, Li, Yanyan, Ma, Xibo, Zha, Zhengbao, Shi, Liangliang, Tian, Jie, Dai, Zhifei. Encapsulating tantalum oxide into polypyrrole nanoparticles for X-ray CT/photoacoustic bimodal imaging-guided photothermal ablation of cancer. BIOMATERIALS[J]. 2014, 35(22): 5795-5804, http://dx.doi.org/10.1016/j.biomaterials.2014.03.086.
[36] Ma, Xibo, Cheng, Zhen, Jin, Yushen, Liang, Xiaolong, Yang, Xin, Dai, Zhifei, Tian, Jie. SM5-1-Conjugated PLA nanoparticles loaded with 5-fluorouracil for targeted hepatocellular carcinoma imaging and therapy. BIOMATERIALS[J]. 2014, 35(9): 2878-2889, http://dx.doi.org/10.1016/j.biomaterials.2013.12.045.
[37] Qin, Chenghu, Feng, Jinchao, Zhu, Shouping, Ma, Xibo, Zhong, Jianghong, Wu, Ping, Jin, Zhengyu, Tian, Jie. Recent advances in bioluminescence tomography: methodology and system as well as application. LASER & PHOTONICS REVIEWSnull. 2014, 8(1): 94-114, https://www.webofscience.com/wos/woscc/full-record/WOS:000330596500008.
[38] Liu, Xueyan, Peng, Dong, Ma, Xibo, Guo, Wei, Liu, Zhenyu, Han, Dong, Yang, Xin, Tian, Jie. Limited-view photoacoustic imaging based on an iterative adaptive weighted filtered backprojection approach. APPLIEDOPTICS[J]. 2013, 52(15): 3477-3483, https://www.webofscience.com/wos/woscc/full-record/WOS:000319341800005.
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（ 1 ） 基于分子靶向和多模融合的肝癌边界精准定位方法关键技术研究, 负责人, 国家任务, 2015-01--2018-12
（ 2 ） 三维实时在体神经功能回路成像系统, 负责人, 中国科学院计划, 2015-01--2017-06
（ 3 ） 中国科学院青年创新促进会项目, 负责人, 中国科学院计划, 2015-01--2018-12
（ 4 ） 干细胞在体示踪及功能分析的多模态成像系统, 负责人, 国家任务, 2016-07--2021-06
（ 5 ） 基于多模态分子影像的干细胞治疗肝硬化的细胞示踪关键技术研究, 负责人, 国家任务, 2019-01--2022-12
（ 6 ） 中国科学院青促会优秀会员专项, 负责人, 中国科学院计划, 2020-01--2022-12
（ 7 ） 治疗软骨损伤的双复型仿生骨软骨复合体研发, 负责人, 企业委托, 2020-04--2022-04
（ 8 ） 肿瘤病灶与残肝功能精准评估的生物原理与数学建模, 负责人, 国家任务, 2021-01--2025-12
（ 9 ） 生理信息获取、计算系统研发及应用, 负责人, 企业委托, 2022-02--2025-12

（1）imaging-guided brain tumor surgery strategy based on a triple-modality MRI-PET-fluorescence imaging probe and imaging analysis   2017-04-03
（2）a near-infrared fluorescence-based surgical navigation system imaging software for sentinel lymph node detection   2014-02-07
（3）conjugate gradient preconditioning methods with symmetric algebraic reconstruction technique in photoacoustic imaging   2012-02-05

东北大学、山东大学、哈尔滨工业大学、301医院，上海东方肝胆医院，浙江大学，上海第二军医大学，天津大学等均有深入合作

浙江大学，协和医院均有项目上的广泛合作