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CAO,
Guogang (Ph.D.) Associate
Professor of Engineering School of Computer
Science and Information Engineering Shanghai
Institute of Technology Email: guogangcao(at)163.com; caoguogang(at)sit.edu.cn Personal
profile: iaai-sit.github.io/Cao Chinese Personal
profile: cs.sit.edu.cn/2021/0401/c16002a195010/page.htm Research interests Medical Image
Processing & Analysis, Medical Artificial Intelligence Deep Learning,
Computer Vision, Optimization Algorithm |
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Work Experience |
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Dec. 2014 - Now |
Shanghai Institute of
Technology |
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School
of Computer Science and Information Engineering Associate
Professor of Engineering |
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Jan. 2007 - Dec. 2014 |
Shanghai Shipeng Laboratory Co., Ltd.& GammaStar
Medical Group |
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R&D
Center, Assistant Chief Engineer |
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Mar. 2003 - Dec. 2014 |
Shanghai Eastimage Equipment Co., Ltd. |
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Medical
Products Group, Director of Software Development |
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May 2002 - Mar. 2003 |
Shenzhen Mindray
Biomedical Electronics Co., Ltd |
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US
Department, R&D Engineer |
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Education |
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Mar. 2005 - Oct. 2010 |
Southeast University, Nanjing,
China |
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Ph.D.
in Biomedical Engineering |
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Sept. 1999 - Mar. 2002 |
Southeast University,
Nanjing, China |
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Master in Biomedical Engineering |
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Sept. 1995 - Jul. 1999 |
Southeast University,
Nanjing, China |
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Bachelor in Electronic and Information Engineering |
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Publications 1. Guogang Cao, Sicheng Li, Shu Zhang, Zeyu Peng, Yan Wu, Dong Wang, And Cuixia
Dai. Improved FAST Algorithm for Non-Uniform Rotational Distortion Correction
in OCT Endoscopic Imaging. Optics Express, 2023, 31(2): 2754. https://doi.org/10.1364/OE.474955. (IF
3.833) 2. Song, Zishen, Dong Wang, Lizhong Xiao, Yongjian Zhu,
Guogang Cao, and Yuli Wang. 2023. DaylilyNet: A
Multi-Task Learning Method for Daylily Leaf Disease Detection. Sensors, 2023,
23(18): 7879. https://doi.org/10.3390/s23187879 (IF 3.9) 3. G Cao, Z Peng, Y
Wu, Y Zhang, R Yan, Z Zhou. FPS-Net: A vessel segmentation method that
flattens and projects OCTA volume data[C]. ICIIBMS
2023, Shanghai, China. (EI) 4. G Cao, Y Wu, Z
Peng, Z Zhou. Retinal OCT image layer segmentation based on attention mechanism[C].
ICIIBMS 2023, Shanghai, China. (EI) 5. Z Zhilin, W Yan, P Zeyu, Z Yunqing, Y Rugang, C Guogang.
Dual Attention Network for Retinal Layer and Fluid Segmentation in OCT[C]. ICIIBMS 2023, Shanghai, China. (EI, Corresponding Author) 6. Xiyao Qiang, Xiangning Wang, Qiang
Wu, Guogang Cao, Jiaqing Zhao, Cuixia Dai. Vessel segmentation and quantification in
ultra-wide-field OCTA images[C]. PIBM 2023 Volume
12745(41-49) 7. Cao G, Zhang S,
Mao H, Wu Y, Wang D, Dai C. A single-step regression method based on transformer
for retinal layer segmentation. Phys. Med. Biol. 2022, 67(15): 145008. doi: 10.1088/1361-6560/ac799a.
(IF 4.174) 8. Hongdong, M., Guogang, C., Shu, Z. et al. Multi-scale organs image segmentation method improved by
squeeze-and-attention based on partially supervised learning. Int J CARS 17,
1135 - 1142 (2022). https://doi.org/10.1007/s11548-022-02632-0 (IF 3.421, Corresponding Author) 9. B. Dong, X. Wang, X. Qiang, F. Du, L. Gao, Q. Wu, G.
Cao, C. Dai, A Multi-Branch Convolutional Neural Network for Screening
and Staging of Diabetic Retinopathy Based on Wide-Field Optical Coherence
Tomography Angiography, IRBM, 2022, https://doi.org/10.1016/j.irbm.2022.04.004. (IF 1.856, Co-Corresponding Author) 10. Guogang Cao, Yijie Wang, Xinyu Zhu, Mengxue Li, Xiaoyan Wang, Ying Chen. Segmentation of Intracerebral
Hemorrhage Based on Improved U-Net. Journal of imaging science and
technology,
65(3): 030405-1-030405-7, 2021.(
IF 0.4) 11. Guogang Cao, Shunkun Liu, Shu Zhang, Yin
Chen. Improved CycleGAN for MR to CT synthesis. ICIIBMS 2021.Okinawa, Japan. 12. Deqing Kong, Guogang Cao*, Wenjv
Li, et al. 2D3D Medical Image Registration Based on
Fully Convolutional Network Approved by Attention Mechanism. ICIIBMS 2021. Okinawa, Japan. (EI, Corresponding Author) 13. Hongdong Mao, Guogang Cao*, Shu Zhang, Shunkun Liu, Deqing Kong, Zeyu Peng, Ying Chen, Cuixia
Dai. A fully automatic CT images segmentation method for organs at risk in
head and neck. International Conference on Intelligent Informatics(ICIIBMS), 2021.Okinawa,Japan.
(EI, Corresponding Author) 14. Bowen Dong, Xiangning Wang, Guogang
Cao, Lei Gao, Fengxian Du, Qiang Wu, and Cuixia Dai "A convolutional neural network for
screening and staging of diabetic retinopathy based on wide-field optical
coherence tomography angiography", Proc. SPIE 11900, Optics in Health
Care and Biomedical Optics XI, 1190028 (9 October 2021); https://doi.org/10.1117/12.2601354 15. Gao Lei, Song Yuting, Qi Zhang, Ruiming
Kong, Zhuoquan Chen, Guogang Cao, Teng Ma,
and Cuixia Dai "Endoscope optical coherence
tomography angiography using proximal scanning catheter", Proc. SPIE
11900, Optics in Health Care and Biomedical Optics XI, 119001E
(9 October 2021); https://doi.org/10.1117/12.2601569 16. Guogang Cao, Yijie Wang, Xinyu
Zhu, Mengxue Li. Segmentation of Intracerebral
hemorrhages based on Improved U-Net, International Conference on Computer Engineering and Information Processing (CEIP, 2020) Hangzhou, China. 17. ZHU Xinyu, WANG Ziyi, CAO Guogang* et. Chaotic brain storm optimization algorithm in objective space for
Medical image registration. Bioinformatics, Medical Imaging and Neuroscience (ICIIBMS, 2020) Okinawa, Japan, Nov.18-20,
2020 (EI, Corresponding Author) 18. C. Guogang, L. Mengxue, C. Cong, W. Ziyi,
F. Meng and G. Chunfang. Primary Liver Cancer Early Screening Based on
Gradient Boosting Decision Tree and Support Vector Machine. 2019
International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS), Shanghai, China, 2019, pp. 287-290 (EI) 19. W. Yijie, L. Shixuan, C. Guogang*, C. Cong, L. Mengxue and Z. Xinyu, Improved U-net fundus image
segmentation method. 2019 International Conference on Intelligent Informatics
and Biomedical Sciences (ICIIBMS), Shanghai, China,
2019, pp. 110-113 (EI, Corresponding Author) 20. Guogang Cao, Cong Cao, Qing Zhang, Wenju
Li. Differential Evolution Improved with Intelligent Mutation Operator Based
on Proximity and Ranking, 2018 11th International Symposium on Computational
Intelligence and Design (ISCID), 2018, Hangzhou,
China. Dec. 2018 21. Lanfeng Zhou ,Weijie
Qian, Guogang Cao*. An Ant Colony Optimization Algorithm for Three Dimensional Path Planning. Security, Pattern
Analysis, and Cybernetics (SPAC), 2017 International Conference on. Shenzhen,
China. Dec. 2017 (EI, Corresponding Author) 22. Qing Zhang, Jiajun Lin, Wenju
Li, Yanjiao Shi, Guogang Cao. Salient object detection via compactness
and objectness cues. The Visual Computer, doi: 10.1007/s00371-017-1354-0. |
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Patents 1. 曹国刚, 毛红东, 刘顺堃, 孔德卿, 朱信玉, 李梦雪, 王一杰, 张术, 李思诚. 基于改进3D U-Net的多器官分割方法. 发明专利, 授权号: CN 112348830B, 授权日: 2023-09-19 2. 曹国刚, 朱信玉, 王一杰, 李梦雪, 刘顺堃, 毛红东, 孔德卿. 颅脑多模态医学图像配准方法, 发明专利, 授权号: CN 111754554B, 授权日: 2023-09-15 3. 曹国刚, 李梦雪, 高春芳, 房萌, 曹聪, 王孜怡. 原发性肝癌的早期预警模型的训练方法, 发明专利，授权号: CN 110991536B, 授权日: 2023-05-09 4. 曹国刚, 朱信玉, 曹聪, 王一杰, 李梦雪, 刘顺堃, 毛红东, 孔德卿. 一种颅脑医学图像配准方法, 发明专利, 授权号: CN 111612782B, 授权日: 2023-04-07 5. 戴翠霞, 董柏文, 曹国刚, 赵宏伟, 葛坚坚, 郭春凤. 一种内窥导管-多模态光学成像耦合检测系统. 发明专利, 授权号: CN113520272B, 授权日: 2023-06-27 6. 武妍, 杨嘉敏, 曹国刚, 彭泽宇, 周稚麟, 严如刚, 张蕴青, 一种医学图像分层方法, 发明专利, 公开号: CN 116597950A, 公开日: 2023-08-15, 实审 7. 赵春生, 茅炜炜, 延现有, 曹国刚, 裴晓宏. 立体定向装置. 发明专利, 公开号: CN 116999187A, 公开日: 2023-07-05, 实审 8. 曹国刚, 李思诚, 孔德卿, 张术, 毛红东, 刘顺堃, 武妍, 彭泽宇. 一种OCT成像畸变矫正方法及装置. 发明专利, 公开号: CN 114581326A, 公开日: 2022-06-03, 实审 9. 曹国刚, 刘顺堃, 毛红东, 孔德卿, 李梦雪, 朱信玉, 王一杰, 张术, 李思诚. 一种跨模态图像的合成方法. 发明专利, 公开号: 113012086A, 公开日: 2021-06-22, 实审 10. 孔德卿,曹国刚, 李文举, 朱信玉, 王一杰, 李梦雪, 刘顺堃, 毛红东. 医学图像配准方法. 发明专利,公开号: 112561972A, 公开日: 2021-03-02, 实审 11. 曹国刚, 王一杰, 朱信玉, 李梦雪, 刘顺堃, 毛红东, 孔德卿. 基于多模型结合的脑出血分割方法和系统. 发明专利, 公开号: 112348796A, 公开日: 2021-02-09, 实审 12. 曹国刚, 李梦雪, 朱信玉, 王一杰, 刘顺堃, 毛红东, 孔德卿. 原发性肝癌分期模型训练方法. 发明专利, 公开号: 111783868A, 公开日: 2020-10-16, 实审 13. 曹国刚，王一杰，朱信玉，李梦雪，曹聪，刘顺堃，毛红东，孔德卿. 一种颅脑CT图像出血区域自动分割方法，发明专利, 公开号: 111724397A, 公开日: 2020-09-29, 实审 14. 曹国刚, 范雨强, 宋华. 经颅磁刺激导航定位机器人系统及定位方法, 发明专利，公开号: 108187230A,
公开日: 2018-06-22, 实审 15. 曹国刚, 范雨强, 宋华. 经颅磁刺激导航定位机器人系统, 实用新型专利，专利号:
201820140823.8, 申请日期: 2018.01.29, 授权 16. 宋华, 王成焘, 苏颖颖, 曹国刚. 基于3D打印的个性化经颅磁刺激治疗的定位装置及方法, 发明专利，公开号: 108042918A, 公开日: 2018-05-18, 实审 17.
宋华, 王成焘, 苏颖颖, 曹国刚. 基于3D打印的个性化经颅磁刺激治疗的定位装置, 实用新型专利，专利号: 201820140849.2, 申请日期: 2018.01.29, 授权 18.
高兴斌, 黄宇星, 胡勤军, 许坚, 曹国刚. 基于线性插值的波束合成器及其合成方法. 发明专利，申请号: 02134632.1, 申请日期: 2002-08-28, 授权 |
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Last updated
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