个人简历

陈芳博士，南京航空航天大学计算机科学与技术学院副教授、硕士生导师。现为中国人工智能学会智慧医疗专委委员，中国生物医学工程学会秘书、江苏省人工智能学会医学图像处理专委会副秘书长。本人一直从事医疗人工智能相关研究，针对手术治疗中医学图像信息挖掘的特点，开发了医学图像多尺度定量表征的理论方法，构建了精准智能的新型手术引导系统，并在心血管介入和骨科植入手术中完成了临床验证。目前，以第一作者身份在国际期刊、会议和国内核心期刊上已发表或录用学术论文20 余篇，包括IEEE Transactions系列，IEEE Transactions on Medical Imaging、IEEE Transactions on Biomedical Engineering、IEEE Journal of Biomedical and Health Informatics等重要的医工交叉类国际杂志。获得了2018年度中国图像图形学会优秀博士论文奖和第十四届全国医药卫生青年科技论坛一等奖。
陈芳博士论文“多尺度影像智能分析引导微创介入诊疗的理论与方法研究”，获得了2018年度中国图像图形学会优秀博士学位论文奖（2018年全国仅十人获此奖励）
陈芳，“影像智能分析辅助精准手术导航”获第十四届全国医药卫生青年科技论坛一等奖
陈芳，万鹏，张道强：一种智能超声多模态导航系统及方法, 申请号202010009280.8，申请日：2020.01.06
陈芳，张道强，万鹏: 基于超声定位带的体内器械定位跟踪系统, 申请号202010095615.2，申请日：2020.02.17
陈芳，叶浩然，谢彦廷：一种基于孪生网络的协同分析方法，申请号：202011448450.9，申请日：2020.12.12
廖洪恩，朱明宇，廖筑秀，陈芳：一种甲状旁腺的识别装置及方法（已授权），申请日：2017.07.31，公开/公告号：CN107361744A
教育经历
[1] 2013.9-2018.6清华大学 | 生物医学工程 | 博士研究生毕业 | 工学博士学位
科研项目
[1] 陈芳双创博士项目
[2] 2019双创博士陈芳
[3] 多元影像信息智能化分析引导精准骨科植入的关键问题研究
[4] 人工智能图像**预判表征技术
[5] 高精度医学信息立体空间透视融合装置
[6] 脑深部病变术中精准诊断与实时导航关键问题研究
[7] 多源无辐射信息引导血管内病变术中定量诊疗的关键理论问题研究
[8] 基于多模态影像的颅底及脑干肿瘤介入诊疗系统的研究
[9] 基于增强现实的骨科微创精准诊疗一体化前沿技术研究
授课信息
专业英语阅读与写作 /2021-2022 /春学期 /0.0学分 /16002010
机器学习及应用 /2020-2021 /春学期 /32课时 /0.0学分 /16104620
数据挖掘 /2020-2021 /秋学期 /32课时 /0.0学分 /7D161022L
机器学习及应用 /2020-2021 /春学期 /32课时 /0.0学分 /16104620
机器学习及应用 /2020-2021 /春学期 /32课时 /0.0学分 /16104620.01
获奖信息
[1] 2018年度中国图象图形学会优秀博士学位论文奖

研究领域

计算机科学与技术"医学图像分析
计算机辅助手术导航"

近期论文

Fang Chen, Jia Liu, Hongen Liao*. 3D Catheter Shape Determination for Endovascular Navigation Using a Two-Step Particle Filter and Ultrasound Scanning. IEEE Transactions on Medical Imaging, 2017, 36(3): 685-695. (SCI, IF: 6.131, JCR：Q1)
Fang Chen*, X.iwen Cui, Jiu. Liu, Boxuan. Han, Xinran. Zhang, Daoqiang. Zhang and Hongen. Liao: Tissue Structure Updating for In Situ Augmented Reality Navigation using Calibrated Ultrasound and Two-level Surface Warping , IEEE Transactions on Biomedical Engineering, Vol. 67, No. 11, pp.3211-3222,2020 (SCI,，IF：4.424 , JCR：Q1)
Fang. Chen*, Jia. Liu, Xinran Zhang, Daoqiang Zhang and Hongen Liao: Improved 3D Catheter Shape Estimation Using Ultrasound Imaging for Endovascular Navigation: A Further Study, IEEE Journal of Biomedical and Health Informatics, Vol. 24, No. 12, pp. 3616 - 3629,2020 (SCI，IF: 5.223, JCR：Q1 )
Fang Chen, Jia Liu, Zhe Zhao, Mingyu Zhu, Hongen Liao*. 3D Feature-Enhanced Network for Automatic Femur Segmentation, IEEE Journal of Biomedical and Health Informatics, 2019,23: 243~252. (SCI, IF: 5.223, JCR：Q1)
Peng Wan # , Fang Chen # , Wei Shao , Chunrui Liu, Yidan Zhang, Baojie Wen, Wentao Kong*, Daoqiang Zhang*. Irregular Respiratory Motion Compensation for Liver Contrast-enhanced Ultrasound via Transport based Motion Estimation[J]. IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control, 2020, PP(99):1-1.
Fang Chen, Zhe Zhao, Cong Gao, Jia Liu, Peifu Tang*, Hongen Liao*. Clustering of morphological features for identifying femur cavity subtypes with difficulties of intramedullary nail implantation[J]. IEEE Journal of Biomedical and Health Informatics, 2018, 22(4): 1209-1217 (JCR：Q1)
Fang Chen*, Ruibin Ma, Jia Liu, Hongen Liao*. Lumen and media-adventitia border detection in IVUS images using texture enhanced deformable model. Computerized Medical Imaging and Graphics, 2018, 66:1-13. (SCI)
Fang Chen*, Jia Liu, Pen Wang, Honegn Liao, Wentao Kong. Immunohistochemical index prediction of breast tumor based on multi-dimension features in contrast-enhanced ultrasound[J]. Medical & biological engineering & computing, 2020, 58(6): 1285-1295. (SCI)
Fang Chen, Jia Liu, Hongen Liao*. Ultrasound Navigation for Transcatheter Aortic Stent Deployment Using Global and Local Information [J]. Applied Sciences, 2016, 6(12): 391. (SCI, IF：1.689)
Fang Chen*, Xiwen Cui, Boxuan Han , Jia Liu , Xinran Zhang and Hongen Liao*. Augmented reality navigation for minimally invasive knee surgery using enhanced arthroscopy [J]. Computer Methods and Programs in Biomedicine, (Accepted) (SCI)
Fang Chen, Jia Liu, Xinran Zhang, Hongen Liao*.. Probability analysis of axillary lymph node metastasis in breast cancer patients using particle space‐time distribution model [J]. Healthcare technology letters, 2019, 6(6): 266-270.
Fang Chen, Jia Liu, Hongen Liao*. Image Guided and Robot Assisted Precision Surgery [M]//Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging. Springer, Cham, 2018: 361-387. ISBN 978-3-319-68842-8. (学术论著)
Fang Chen, Dan Wu, Hongen Liao*. Registration of CT and Ultrasound Images of the Spine with Neural Network and Orientation Code Mutual Information[C]//Medical Imaging and Augmented Reality - 7th International Conference, MIAR 2016, Bern, Switzerland, August 24-26, 2016, Proceedings. Lecture Notes in Computer Science 9805, pp. 292-301, Springer 2016. (EI, 检索号:20163602777038.)
Fang Chen, Ruizhi Liao, Hongen Liao*. Fast registration of intraoperative ultrasound and preoperative MR images based on calibrations of 2D and 3D ultrasound probes[C]//World Congress on Medical Physics and Biomedical Engineering, June 7-12, 2015, Toronto, Canada. Springer, Cham, 2015: 220-223. (EI, 检索号: 20154201415069)
Fang Chen, Jia Liu, Hongen Liao*. Radiation-Free 3D Navigation and Vascular Reconstruction for Aortic Stent Graft Deployment[C]//Medical Imaging and Augmented Reality - 7th International Conference, MIAR 2016, Bern, Switzerland, August 24-26, 2016, Proceedings. Lecture Notes in Computer Science 9805, pp.59-71, Springer 2016.(EI, 检索号:20163602777055)
陈芳, 赵喆, 张道强, 谢彦庭 , 张欣然 , 廖洪恩, 特征重加权U-Net超声图像分割的骨结构重建与增强现实显示, 计算机辅助设计与图形学学报, Journal of Computer-Aided Design & Computer Graphics, 2020。
[1]陈芳,,.特征重加权 U-Net 超声图像分割的骨结构重建与增强现实显示.计算机辅助设计与图形学学报Journal of Computer-Aided Design & Computer Graphics,2021
[2]陈芳,.Augmented reality navigation for minimally invasive knee surgery using enhanced arthroscopy.Computer Methods and Programs in Biomedicine,2021
[3]陈芳,,.A comparative analysis framework of 3T and 7T TOF-MRA based on automated cerebrovascular segmentation.Computerized Medical Imaging and Graphics,2021
[4]陈芳,,.Irregular Respiratory Motion Compensation for Liver Contrast-enhanced Ultrasound via Transport based Motion Estimation.IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL,2021
[5]陈芳,,.A Immunohistochemical index prediction of breast tumor based on multi-dimension features in contrast enhanced ultrasound/.Medical & Biological Engineering & Computing,2020
[6]陈芳,,.An accurate and universal approach for short-exposure-time microscopy image enhancement.Computerized Medical Imaging and Graphics,2020
[7]陈芳,,.Automatic estimation of morphological characteristics of proximal tibia for precise plate treatment using model matching.Computerized Medical Imaging and Graphics,2020
[8]陈芳,,.Gait acquisition and analysis system for osteoarthritis based on hybrid prediction model.Computerized Medical Imaging and Graphics,2020
[9]陈芳,,.Improved 3D Catheter Shape Estimation Using Ultrasound Imaging for Endovascular Navigation: A Further Study.IEEE Journal of Biomedical and Health Informatics,2020
[10]陈芳,.Tissue Structure Updating for In Situ Augmented Reality Navigation using Calibrated Ultrasound and Two-level Surface Warping.IEEE Transactions on Biomedical Engineering,2020
[1] 2020.1-2021.2
江苏省人工智能学会医学图像专委会副秘书长