Publications
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
Cell Instance segmentation via multi-scale non-local correlation
Bin Duan, Jianfeng Cao, Wei Wang, Dawen Cai and Yan Yan. ISBI. 2023
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
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
3DMMS: robust 3D membrane morphological segmentation of C. elegans embryo
Jianfeng Cao, Ming-Kin Wong, Zhongying Zhao, and Hong Yan. BMC bioinformatics. 2019
Manifold Extraction in Fluorescent Stack via Deep Learning
Jianfeng Cao, Hong Yan. 15th International Conference on Signal-Image Technology & Internet-Based Systems. SITIS 2019
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
[* denotes equal contribution]