徐荣  研究员  

研究方向:

电子邮件:xurong@sibet.ac.cn

电       话:

通讯地址:苏州市虎丘区科灵路88号

简       历:

徐荣,中国科学院苏州医工所研究员,博士生导师,国家级高层次人才,中国侨联特聘专家委员会特聘专家。主要从事医学图像智能分析、手术导航系统与脑机接口技术等三大方向的前沿探索与体系化建设,着力打造 “影像智能解析——术中精准导航——神经信号解码与调控” 一体化交叉研究体系,促进医学影像大模型、精准介入导航与闭环神经工程等新兴方向的发展。

博士毕业于日本早稻田大学信息科学专业,深耕图像智能识别与理解领域近二十年,研究覆盖医学影像、工业及多媒体图像等复杂场景。先后任职于多家世界五百强企业,曾任日本 KDDI 综合研究所研究员、矢崎总业集团 AI 部门高级研究员,兼任早稻田大学客座研究员,具备深厚的产业研发与成果转化经验。在人工智能、医学影像分析、图像智能识别等领域发表学术论文 60 余篇,获授权日本发明专利 6 项。

团队重点围绕医学影像大模型与智能分析、精准手术导航系统研发、脑机接口硬件与神经信号解码开展高水平研究,现长期招收生物医学工程、计算机科学、神经认知、神经工程、人工智能、电子科学与技术、微电子、自动化、信息通信等学科背景的硕士/博士研究生、博士后及助理研究员等。欢迎有志于医工交叉与智能医疗装备研究的优秀学者加盟,有意者可直接邮件联系。


获奖及荣誉:

国家级高层次人才(2024)

国家人力资源和社会保障部外国专家(2025)

中国侨联特聘专家委员会特聘专家(2025)

第三届中国侨智发展大会特聘专家(2025)

社会任职:

研究方向:

(1)医学图像智能分析:医学图像自动分割技术、智能辅助诊疗技术、医学影像大模型、多模态医学数据融合技术等;

(2)手术导航系统:多模态医学影像配准与融合技术、医学影像三维重建与实时可视化技术、术中定位与空间追踪技术等;

(3)脑机接口技术:神经信号处理与解码技术、多模态脑机信息融合技术、脑机接口大模型等。

承担项目情况:

代表论著:

[1] DongHuo ZENG, JianMing WU, Gen Hattori, Rong Xu, Yi YU, “Learning Explicit and Implicit Dual Common Subspaces for Audio-Visual Cross-Modal Retrieval”, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol.19, Issue 2s, No.: 97, pp.1-23, 2023.

[2] Taro Fujimoto, Rong Xu, Seiko Tatehara, Kazuhito Satomura, Jun Ohya, “Automatic Diagnosis of Early-Stage Oral Cancer and Precancerous Lesions from ALA-PDD Images Using GAN and CNN”, Proceeding of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Glasgow, Scotland, UK, pp. 2161-2164, 2022.

[3] Zheng Ge, Zequn Jie, Xin Huang, Rong Xu, Osamu Yoshie, “PS-RCNN: Detecting Secondary Human Instances in A Crowd via Primary Object Suppression”, Proceeding of IEEE International Conference on Multimedia and Expo (ICME2020), pp.1-6. 2020.

[4] Yan Li, Rong Xu, Jun Ohya, Hiroyasu Iwata, "Automatic Fetal Body and Amniotic Fluid Segmentation from Fetal Ultrasound Images by Encoder-Decoder Network with Inner Layers", Proceeding of the 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2017), Jeju Island, Korea, pp.1485-1488, 2017.

[5] Rong Xu, Jun Ohya, Bo Zhang, Yoshinobu Sato, and Masakatsu G. Fujie, “Automatic Fetal Face Detection By Locating Fetal Facial Features From 3D Ultrasound Images For Navigating Fetoscopic Tracheal Occlusion Surgeries”, Proceedings of the 10th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2013), Shanghai, China, pp.1-6, 2013.

[6] Rong Xu, Jun Ohya, Bo Zhang, Yoshinobu Sato, and Masakatsu G. Fujie, “Locating Fetal Facial Surface, Oral Cavity and Airways by a 3D Ultrasound Calibration Using A Novel Cones' Phantom”, IEICE Transactions on Information and Systems, Vol.E97-D, No.5, pp.1324-1335, 2014.

[7] Rong Xu, Jun Ohya, Bo Zhang, Yoshinobu Sato, and Masakatsu G. Fujie, “A Flexible Surgical Tool Localization Using A 3D Ultrasound Calibration System for Fetoscopic Tracheal Occlusion (FETO)”, Proceedings of MICCAI Workshop on Clinical Image-Based Procedures: From Planning to Intervention (CLIP 2012), Nice, France, Vol.7761, pp.17-24, 2012.

著书:

[1] Rong Xu, Limin Luo and Jun Ohya (2012). Segmentation of Brain MRI, Advances in Brain Imaging, Dr. Vikas Chaudhary (Ed.), ISBN: 978-953-307-955-4, InTech, DOI: 10.5772/27596. Available from: http://www.intechopen.com/books/advances-in-brain-imaging/segmentation-of-brain-mri