Accurate cell segmentation based on biological morphology features
Jianfeng Cao, Zhongying Zhao, and Hong Yan. 2018 IEEE International Conference on Systems, Man, and Cybernetics. SMC 2018
CV
Click here to download the CV file in PDF.
Education
- B.E., Department of Electronic Information Science and Technology, Lanzhou University, 2013 ~ 2017
- Ph.D, Department of Electrical Engineering, City University of Hong Kong, 2017 ~ 2021
- PostDoc, Department of Computer Science and Engineering, The Chinese University of Hong Kong, 2021 ~ 2023 (Expected)
Publications
Manifold Extraction in Fluorescent Stack via Deep Learning
Jianfeng Cao, Hong Yan. 15th International Conference on Signal-Image Technology & Internet-Based Systems. SITIS 2019
3DMMS: robust 3D membrane morphological segmentation of C. elegans embryo
Jianfeng Cao, Ming-Kin Wong, Zhongying Zhao, and Hong Yan. BMC bioinformatics. 2019
Establishment of a morphological atlas of the Caenorhabditis elegans embryo using deep-learning-based 4D segmentation
Jianfeng Cao*, Guoye Guan*, Vincy Wing Sze Ho*, Ming-Kin Wong, Lu-Yan Chan, Chao Tang, Zhongying Zhao, and Hong Yan. Nature Communications. 2020
DLTTA: Dynamic learning rate for test-time adaptation on cross-domain medical images
Hongzheng Yang, Cheng Chen, Meirui Jiang, Quande Liu, Jianfeng Cao, Pheng Ann Heng and Qi Dou. IEEE Transactions on Medical Imaging. 2022
Cell Instance segmentation via multi-scale non-local correlation
Bin Duan, Jianfeng Cao, Wei Wang, Dawen Cai and Yan Yan. ISBI. 2023
Intelligent surgical workflow recognition for endoscopic submucosal dissection with real-time animal study
Jianfeng Cao, Hon-Chi Yip, Yueyao Chen, Markus Scheppach, Xiaobei Luo, Hongzheng Yang, Ming Kit Cheng, Yonghao Long, Yueming Jin, Philip Wai-Yan Chiu, Yeung Yam, Helen Mei-Ling Meng, and Qi Dou. Nature Communications. 2023
Talks
Accurate cell segmentation based on biological morphology features
Talk at Miyazaki, Japan