Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation

21 January 2022

Papers citing "Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation"

30 / 30 papers shown

Title
DyCON: Dynamic Uncertainty-aware Consistency and Contrastive Learning for Semi-supervised Medical Image Segmentation Maregu Assefa Muzammal Naseer I. I. Ganapathi Syed Sadaf Ali Mohamed L Seghier N. Werghi 20 0 0 06 Apr 2025
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation Hong Zheng Yucheng Chen Nan Mu Xiaoning Li 47 0 0 23 Mar 2025
Semi-Supervised Medical Image Segmentation via Knowledge Mining from Large Models Yuchen Mao Hongwei Bran Li Yinyi Lai G. Papanastasiou Peng Qi Yunjie Yang Chengjia Wang VLM 39 1 0 10 Mar 2025
Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation Kaiwen Huang Tao Zhou Huazhu Fu Yizhe Zhang Yi Zhou Chen Gong Dong Liang VLM 64 2 0 18 Dec 2024
DALI: Domain Adaptive LiDAR Object Detection via Distribution-level and Instance-level Pseudo Label Denoising Xiaohu Lu H. Radha 75 0 0 11 Dec 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 34 2 0 12 Aug 2024
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation Muyang Qiu Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 35 3 0 16 Jul 2024
A Multi-Stage Framework for 3D Individual Tooth Segmentation in Dental CBCT Chunshi Wang Bin Zhao Shuxue Ding 3DV 30 0 0 15 Jul 2024
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation Qixiang Zhang Haonan Wang X. Li 29 0 0 10 Jul 2024
Improving Pseudo-labelling and Enhancing Robustness for Semi-Supervised Domain Generalization Adnan Khan Mai A. Shaaban Muhammad Haris Khan 16 4 0 25 Jan 2024
Clean Label Disentangling for Medical Image Segmentation with Noisy Labels Zicheng Wang Zhen Zhao Erjian Guo Luping Zhou 19 1 0 28 Nov 2023
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency Meilong Xu Xiaoling Hu Saumya Gupta Shahira Abousamra Chao Chen 30 6 0 28 Nov 2023
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang Xiaomeng Li 33 29 0 17 Oct 2023
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Wei Li Ruifeng Bian Wenyi Zhao Weijing Xu Huihua Yang 16 0 0 08 Oct 2023
Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation Qingjie Zeng Yutong Xie Ziling Lu Mengkang Lu Yong-quan Xia 24 4 0 26 Sep 2023
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation Jiewen Yang Xinpeng Ding Ziyang Zheng Xiaowei Xu Xiaomeng Li OOD 27 9 0 20 Sep 2023
Improving Robustness of Neural Inverse Text Normalization via Data-Augmentation, Semi-Supervised Learning, and Post-Aligning Method Juntae Kim Minkyu Lim Seokjin Hong 11 1 0 12 Sep 2023
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction Yu-bao Yan Chun-Mei Feng Yuexiang Li Rick Siow Mong Goh Lei Zhu MedIm 10 2 0 20 Aug 2023
Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation Zheang Huai Xinpeng Ding Yi Li Xiaomeng Li 14 5 0 15 Aug 2023
Compositionally Equivariant Representation Learning Xiao Liu Pedro Sanchez Spyridon Thermos Alison Q. OÑeil Sotirios A. Tsaftaris CoGe OOD 24 2 0 13 Jun 2023
Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks Weihang Dai X. Li Kwang-Ting Cheng BDL UQCV 15 14 0 15 Feb 2023
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation Shiman Li Haoran Wang Yucong Meng Chenxi Zhang Zhijian Song 27 6 0 07 Feb 2023
CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection Xidong Peng Xinge Zhu Yuexin Ma 3DPC 15 28 0 01 Dec 2022
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos Weihang Dai X. Li Xinpeng Ding Kwang-Ting Cheng 38 22 0 20 Oct 2022
Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo Labels W. Ma Huifeng Yao Yiqun Lin Jia Guo X. Li OOD 11 1 0 30 Sep 2022
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 19 151 0 28 Jul 2022
vMFNet: Compositionality Meets Domain-generalised Segmentation Xiao Liu Spyridon Thermos Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris 14 12 0 29 Jun 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation Zizheng Yan Yushuang Wu Guanbin Li Yipeng Qin Xiaoguang Han Shuguang Cui 14 32 0 09 May 2022
Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation Yiqun Lin Huifeng Yao Zezhong Li Guoyan Zheng X. Li 11 27 0 07 May 2022
Less is More: Surgical Phase Recognition from Timestamp Supervision Xinpeng Ding Xinjian Yan Zixun Wang Wei-Ye Zhao Jian Zhuang Xiaowei Xu Xiaomeng Li MedIm 27 14 0 16 Feb 2022