肖德强

职称：助理教授/特聘副研究员

学历：博士研究生

所在学科：光学工程

研究方向：图像引导手术、医学图像处理、计算机视觉、计算机图形学、机器/深度学习

电子邮件：deqiang_xiao@bit.edu.cn

个人简介

肖德强，博士，2021年10月开始担任北京理工大学光电学院助理教授/特聘副研究员、博导，于中国科学院深圳先进技术研究院获得模式识别与智能系统专业博士学位，曾在美国北卡罗莱纳大学教堂山分校从事博士后研究工作。主要从事计算机辅助介入/手术、医学图像处理、计算机视觉、机器/深度学习等方面研究工作。主持及参与多项国家自然科学基金、国家重点研发计划等项目，在领域内知名期刊与会议（包括IEEE TMI, IEEE TBME, IEEE JBHI, MICCAI等）发表一作及通讯作者论文20余篇，长期担任多个国际期刊和会议审稿人，成果转化获国家三类医疗器械注册证1项、国家二类医疗器械注册证1项。获2024年度中国电子学会科技进步一等奖、2023年度吴文俊人工智能科技进步一等奖。

教育经历

  • 2011/09 — 2017/07，中国科学院深圳先进技术研究院，模式识别与智能系统，博士
  • 2007/09 — 2011/07，河南大学，信息管理与信息系统，学士

工作经历

  • 2021年10月至今，北京理工大学，光电学院，助理教授/特聘副研究员
  • 2017/09 — 2021/08，美国北卡罗来纳大学教堂山分校，博士后研究员

科研项目/课题

  • 国家自然科学基金-青年科学基金项目（C类）, 62202045, 基于深度相机和超声融合引导的肝癌穿刺导航关键方法研究, 2023-01-01 至 2025-12-31, 30万元, 在研, 主持
  • 北京市自然科学基金-海淀原始创新联合基金（前沿项目）, L242100, 腹腔镜胰腺肿瘤精准智能切除微创手术导航关键技术研究, 2024-10 至 2027-09, 30万元, 在研, 主持
  • 国家重点研发计划项目课题, 2022YFC2405503, 超声主导多模影像经皮穿刺机器人系统研发, 2022-11至 2027-10, 228万元, 在研, 参与
  • 国家重点研发计划项目，计算机辅助肝切除手术手术导航系统（2016YFC0106502），2016-07至2018-12，240万元，已结题，参与

代表性论文

  • Hengzhuo Duan, Deqiang Xiao*, Tao Chen, Jingyang Yun, Danni Ai, Jingfan Fan, Tianyu Fu, Yucong Lin, Hong Song, Jian Yang. Accurate calibration for magnetic measurements using deep learning. IEEE Transactions on Instrumentation and Measurement. 2025, 74:2526913. (SCI JCR Q1, Top Journal, IF: 5.9)
  • Shuo Yang, Deqiang Xiao*, Haixiao Geng, Danni Ai, Jingfan Fan, Tianyu Fu, Hong Song, Feng Duan, and Jian Yang. Hepatic vessel roadmap prediction using adaptive tracking and bending energy modeling in X-ray fluoroscopy. IEEE Journal of Biomedical and Health Informatics. 2025, 29(8):5811-5823. (SCI JCR Q1, Top Journal, IF: 6.7)
  • Shuo Yang, Deqiang Xiao*, Haixiao Geng, Danni Ai, Jingfan Fan, Tianyu Fu, Hong Song, Feng Duan, and Jian Yang. Real-Time 3D instrument tip tracking using 2D X-Ray fluoroscopy with vessel deformation correction under free breathing. IEEE Transactions on Biomedical Engineering. 2024, 72(4):1422-1436. (SCI JCR Q1, Top Journal, IF: 4.4)
  • Qing Yan, Deqiang Xiao*, Yaosong Jia, Danni Ai, Jingfan Fan, Hong Song, Cheng Xu, Yining Wang, Jian Yang. A multi-dimensional CFD framework for fast patient-specific fractional flow reserve prediction. Computers in Biology and Medicine. 2024. 168:107718. (SCI JCR Q1, Top Journal, IF: 7.7)
  • Haixiao Geng, Deqiang Xiao*, Shuo Yang, Jingfan Fan, Tianyu Fu, Yucong Lin, Yanhua Bai, Danni Ai, Hong Song, Yongtian Wang, Feng Duan, and Jian Yang. CT2X-IRA: CT to X-ray image registration agent using domain-cross multi-scale-stride deep reinforcement learning. Physics in Medicine & Biology. 2023. 68(17):175024. (SCI JCR Q1, Top Journal, IF: 3.5)
  • Lei Ma#, Deqiang Xiao#, Daeseung Kim, Chunfeng Lian, Tianshu Kuang, Qin Liu, Hannah Deng, Erkun Yang, Michael A. K. Liebschner, Jaime Gateno, James J. Xia, and Pew-Thian Yap. Simulation of postoperative facial appearances via geometric deep learning for efficient orthognathic surgical planning. IEEE Transactions on Medical Imaging. 2023. 42(2): 336-345. (SCI JCR Q1, Top Journal, IF: 10.6)
  • Deqiang Xiao, Chunfeng Lian, Li Wang, Hannah Deng, Hung-Ying Lin, Kim-Han Thung, Jihua Zhu, Peng Yuan, Leonel Perez, Jr., Jaime Gateno, Steve Guofang Shen, Pew-Thian Yap, James J. Xia, and Dinggang Shen. Estimating reference shape model for personalized surgical reconstruction of craniomaxillofacial defects. IEEE Transactions on Biomedical Engineering. 2021. 68(2): 362-373. (Featured Article) (SCI JCR Q1, Top Journal, IF: 4.5)
  • Deqiang Xiao, Chunfeng Lian, Hannah Deng, Tianshu Kuang, Qin Liu, Lei Ma, Daeseung Kim, Yankun Lang, Xu Chen, Jaime Gateno, Steve Guofang Shen, James J. Xia, and Pew-Thian Yap. Estimating reference bony shape model for orthognathic surgical planning using 3D point-cloud deep learning. IEEE Journal of Biomedical and Health Informatics. 2021. 25(8): 2958-2966 (Featured Article) (SCI JCR Q1, Top Journal, IF: 7.0)
  • Deqiang Xiao, Hannah Deng, Chunfeng Lian, Tianshu Kuang, Qin Liu, Lei Ma, Yankun Lang, Xu Chen, Daeseung Kim, Jaime Gateno, Steve Guofang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia. Unsupervised learning of reference bony shapes for orthognathic surgical planning with a surface deformation network. Medical Physics. 2021. 48(12): 7735-7746. (Editor’s Choice) (SCI JCR Q1, Top Journal, IF: 4.5)
  • D. Xiao, H. Deng, T. Kuang, L. Ma, Q. Liu, X. Chen, C. Lian, Y. Lang, D. Kim, J. Gateno, S. Shen, P. Yap, J. Xia. A self-supervised deep framework for reference bony shape estimation in orthognathic surgical planning. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). 2021. pp. 469-477. (Top Conference)
  • D. Xiao, L. Wang, H. Deng, K. Thung, J. Zhu, P. Yuan, Y. Rodrigues, L. Perez, C. Crecelius, J. Gateno, T. Kuang, S. Shen, D. Kim, D. Alfi, P. Yap, J. Xia, D. Shen. Estimating reference bony shape model for personalized surgical reconstruction of posttraumatic facial defects. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI). 2019. pp. 327-335. (Top Conference)

代表性专利

  • 肖德强，贾富仓，罗火灵，周寿军，胡庆茂. 一种神经外科手术导航的注册方法及系统. 专利号：ZL201310442944.X
  • 贾富仓，肖德强，罗火灵，胡庆茂，方驰华，范应方. 一种穿刺规划路径纠正方法及装置. 专利号：ZL201510816046.5
  • 罗火灵，肖德强，贾富仓，方弛华，范应方. 腹部外科手术导航配准方法及系统. 专利号：ZL201510408663.1
  • 罗火灵，肖德强，贾富仓，方驰华，范应方，胡庆茂. 一种腹部外科手术导航方法及系统. 申请号：ZL201310436801.8