Heng Li

According to our database, Heng Li authored at least 26 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing and Adapting in the Clinic: Source-Free Unsupervised Domain Adaptation for Medical Image Enhancement.

Heng Li, Ziqin Lin, Zhongxi Qiu, Zinan Li, Ke Niu, Na Guo, Huazhu Fu, Yan Hu, Jiang Liu

IEEE Trans. Medical Imaging, April, 2024

2023

A generic fundus image enhancement network boosted by frequency self-supervised representation learning.

Heng Li, Haofeng Liu, Huazhu Fu, Yanwu Xu, Hai Shu, Ke Niu, Yan Hu, Jiang Liu

Medical Image Anal., December, 2023

CGBA-Net: context-guided bidirectional attention network for surgical instrument segmentation.

Yiming Wang, Yan Hu, Junyong Shen, Xiaoqing Zhang, Heng Li, Zhongxi Qiu, Fangfu Ye, Jiang Liu

Int. J. Comput. Assist. Radiol. Surg., October, 2023

Multi-Learner Based Deep Meta-Learning for Few-Shot Medical Image Classification.

Hongyang Jiang, Mengdi Gao, Heng Li, Richu Jin, Hanpei Miao, Jiang Liu

IEEE J. Biomed. Health Informatics, January, 2023

Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement.

Heng Li, Ziqin Lin, Zhongxi Qiu, Zinan Li, Huazhu Fu, Yan Hu, Jiang Liu

CoRR, 2023

A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning.

Heng Li, Haofeng Liu, Huazhu Fu, Yanwu Xu, Hui Shu, Ke Niu, Yan Hu, Jiang Liu

CoRR, 2023

Content-Preserving Diffusion Model for Unsupervised AS-OCT image Despeckling.

Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Liu, Jiang Liu

CoRR, 2023

Learnable Ophthalmology SAM.

Zhongxi Qiu, Yan Hu, Heng Li, Jiang Liu

CoRR, 2023

Frequency-Mixed Single-Source Domain Generalization for Medical Image Segmentation.

Heng Li, Haojin Li, Wei Zhao, Huazhu Fu, Xiuyun Su, Yan Hu, Jiang Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling.

Sanqian Li, Risa Higashita, Huazhu Fu, Heng Li, Jingxuan Niu, Jiang Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

ACT-Net: Anchor-Context Action Detection in Surgery Videos.

Luoying Hao, Yan Hu, Wenjun Lin, Qun Wang, Heng Li, Huazhu Fu, Jinming Duan, Jiang Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Domain Adaptative Retinal Image Quality Assessment with Knowledge Distillation Using Competitive Teacher-Student Network.

Yuanming Lin, Heng Li, Haofeng Liu, Hai Shu, Zinan Li, Yan Hu, Jiang Liu

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Self-Supervision Boosted Retinal Vessel Segmentation for Cross-Domain Data.

Haojin Li, Heng Li, Hai Shu, Jianyu Chen, Yan Hu, Jiang Liu

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

An Annotation-Free Restoration Network for Cataractous Fundus Images.

Heng Li, Haofeng Liu, Yan Hu, Huazhu Fu, Yitian Zhao, Hanpei Miao, Jiang Liu

IEEE Trans. Medical Imaging, 2022

Screening of Dementia on OCTA Images via Multi-projection Consistency and Complementarity.

Xingyue Wang, Heng Li, Zunjie Xiao, Huazhu Fu, Yitian Zhao, Richu Jin, Shuting Zhang, William Robert Kwapong, Ziyi Zhang, Hanpei Miao, Jiang Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Degradation-Invariant Enhancement of Fundus Images via Pyramid Constraint Network.

Haofeng Liu, Heng Li, Huazhu Fu, Ruoxiu Xiao, Yunshu Gao, Yan Hu, Jiang Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Domain Adaptive Retinal Vessel Segmentation Guided by High-frequency Component.

Haojin Li, Heng Li, Zhongxi Qiu, Yan Hu, Jiang Liu

Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022

Structure-Consistent Restoration Network for Cataract Fundus Image Enhancement.

Heng Li, Haofeng Liu, Huazhu Fu, Hai Shu, Yitian Zhao, Xiaoling Luo, Yan Hu, Jiang Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Temporal Context Framework for Endoscopy Artefact Segmentation and Detection.

Haili Ye, Hanpei Miao, Jiang Liu, Dahan Wang, Heng Li

Proceedings of the 4th International Workshop and Challenge on Computer Vision in Endoscopy (EndoCV 2022) co-located with the 19th IEEE International Symposium on Biomedical Imaging (ISBI 2022), 2022

Domain Generalization in Restoration of Cataract Fundus Images Via High-Frequency Components.

Haofeng Liu, Heng Li, Mingyang Ou, Yitian Zhao, Hong Qi, Yan Hu, Jiang Liu

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Sample Alignment for Image-to-Image Translation Based Medical Domain Adaptation.

Heng Li, Haofeng Liu, Xiaoxuan Wang, Chenlang Yi, Hao Chen, Yan Hu, Jiang Liu

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

MVD-Net: Semantic Segmentation of Cataract Surgery Using Multi-View Learning.

Mingyang Ou, Heng Li, Haofeng Liu, Xiaoxuan Wang, Chenlang Yi, Luoying Hao, Yan Hu, Jiang Liu

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Understanding How Fundus Image Quality Degradation Affects CNN-based Diagnosis.

Haofeng Liu, Haojin Li, Xiaoxuan Wang, Heng Li, Mingyang Ou, Luoying Hao, Yan Hu, Jiang Liu

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Replay-Oriented Gradient Projection Memory for Continual Learning in Medical Scenarios.

Kuang Shu, Heng Li, Jie Cheng, Qinghai Guo, Luziwei Leng, Jianxing Liao, Yan Hu, Jiang Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Restoration Of Cataract Fundus Images Via Unsupervised Domain Adaptation.

Heng Li, Haofeng Liu, Yan Hu, Risa Higashita, Yitian Zhao, Hong Qi, Jiang Liu

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

CT Scan Synthesis for Promoting Computer-Aided Diagnosis Capacity of COVID-19.

Heng Li, Yan Hu, Sanqian Li, Wenjun Lin, Peng Liu, Risa Higashita, Jiang Liu

Proceedings of the Intelligent Computing Theories and Application, 2020