DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation

22 July 2023

Papers citing "DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation"

16 / 16 papers shown

Title
Reinforced Correlation Between Vision and Language for Precise Medical AI Assistant Haonan Wang Jiaji Mao Lehan Wang Qixiang Zhang Marawan Elbatel ... Weifeng Qin Hao Li Jialin Liang Jun Shen Xiaomeng Li MedIm 38 0 0 06 May 2025
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation Hritam Basak Zhaozheng Yin VLM 35 0 0 08 Apr 2025
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists Yixuan Wang Zekun Li Lei Qi Qian Yu Yinghuan Shi Yang Gao 34 0 0 01 Apr 2025
Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning Pengcheng Zhou L. Zhang Wei Li 69 0 0 18 Mar 2025
Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation Yuliang Gu Yepeng Liu Zhichao Sun Jinchi Zhu Yongchao Xu L. Najman MedIm 31 1 0 18 Oct 2024
Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images Hualiang Wang Yiqun Lin Xinpeng Ding Xiaomeng Li Mamba 47 2 0 13 Sep 2024
PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation Ning Gao Sanping Zhou Le Wang Nanning Zheng AI4TS 29 2 0 08 Sep 2024
Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models Haifan Gong Yitao Wang Yihan Wang Jiashun Xiao Xiang Wan Haofeng Li MedIm 36 2 0 12 Aug 2024
Learning Unlabeled Clients Divergence via Anchor Model Aggregation for Federated Semi-supervised Learning Marawan Elbatel Hualiang Wang Jixiang Chen Hao Wang Xiaomeng Li FedML 63 0 0 14 Jul 2024
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation Qixiang Zhang Haonan Wang Xiaomeng Li 39 0 0 10 Jul 2024
Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation Suruchi Kumari Aryan Das S. K. Roy Indu Joshi Pravendra Singh 37 3 0 06 Jul 2024
Contour-weighted loss for class-imbalanced image segmentation Zhhengyong Huang Yao Sui 42 3 0 07 Jun 2024
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation Haonan Wang Qixiang Zhang Yi Li Xiaomeng Li 43 16 0 04 Mar 2024
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang Xiaomeng Li 35 29 0 17 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 37 12 0 10 Oct 2023
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 29 152 0 28 Jul 2022