v1v2v3 (latest)

Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation

28 February 2019

Hao Chen

Pheng-Ann Heng

Papers citing "Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation"

50 / 132 papers shown

Title
C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation Jiaying He Yitong Lin Jiahe Chen Honghui Xu Jianwei Zheng 18 0 0 09 Jun 2025
Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation Qinghe Ma Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 29 0 0 30 May 2025
Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation Luyang Cao Jianwei Li Yinghuan Shi 57 0 0 22 May 2025
Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation Qinghe Ma Jian Zhang Zekun Li Lei Qi Qian Yu Yinghuan Shi MedIm 81 1 0 21 Mar 2025
Self-Ensembling Gaussian Splatting for Few-Shot Novel View Synthesis Chen Zhao Xuan Wang Tong Zhang Saqib Javed Mathieu Salzmann 3DGS 566 0 0 13 Mar 2025
SemiSAM+: Rethinking Semi-Supervised Medical Image Segmentation in the Era of Foundation Models Yichi Zhang Bohao Lv Le Xue Wenbo Zhang Yuchen Liu Yu Fu Yuan Cheng Yuan Qi VLM MedIm 89 1 0 28 Feb 2025
CAD: Confidence-Aware Adaptive Displacement for Semi-Supervised Medical Image Segmentation Wenbo Xiao Zhihao Xu Guiping Liang Yangjun Deng Yi Xiao 227 0 0 01 Feb 2025
SP ${ }^3$ : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation Shiman Li Jiayue Zhao Shaolei Liu Xiaokun Dai Chenxi Zhang Zhijian Song 142 0 0 18 Nov 2024
Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation Tao Wang Xinlin Zhang Yuanbin Chen Yuanbo Zhou Longxuan Zhao T. Tan Tong Tong 114 0 0 07 Nov 2024
Manifold-Aware Local Feature Modeling for Semi-Supervised Medical Image Segmentation Sicheng Shen Jinming Cao Yifang Yin Roger Zimmermann 122 1 0 14 Oct 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 115 4 0 16 Jul 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 119 0 0 14 Jul 2024
Large Language Model-Augmented Auto-Delineation of Treatment Target Volume in Radiation Therapy Praveenbalaji Rajendran Yong Yang Thomas R. Niedermayr Michael Gensheimer Beth Beadle Quynh Le Lei Xing Xianjin Dai 79 2 0 10 Jul 2024
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation Along He Tao Li Yanlin Wu Ke Zou Huazhu Fu 38 3 0 26 May 2024
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation Hanyang Chi Jian Pang Bingfeng Zhang Weifeng Liu 111 12 0 01 May 2024
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation Qing En Yuhong Guo 65 0 0 18 Apr 2024
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Qinghe Ma Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 92 9 0 13 Apr 2024
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation Zhenxi Zhang Heng Zhou Xiaoran Shi Ran Ran Chunna Tian Feng Zhou 78 11 0 10 Apr 2024
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation Qiangguo Jin Hui Cui Changming Sun Yang Song Jiangbin Zheng Leilei Cao Leyi Wei Ran Su 74 22 0 19 Mar 2024
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation Chao Ma Ziyang Wang Mamba 95 28 0 11 Feb 2024
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency Meilong Xu Xiaoling Hu Saumya Gupta Shahira Abousamra Chao Chen 128 7 0 28 Nov 2023
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation Tao Wang Yuanbin Chen Xinlin Zhang Yuanbo Zhou Junlin Lan Bizhe Bai Tao Tan Min Du Qinquan Gao Tong Tong 52 0 0 17 Nov 2023
Anatomically-aware Uncertainty for Semi-supervised Image Segmentation V. SukeshAdiga Jose Dolz H. Lombaert UQCV 80 27 0 24 Oct 2023
Competitive Ensembling Teacher-Student Framework for Semi-Supervised Left Atrium MRI Segmentation Yuyan Shi Yichi Zhang Shasha Wang 75 8 0 21 Oct 2023
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang Xiaomeng Li 98 35 0 17 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 93 12 0 10 Oct 2023
A review of uncertainty quantification in medical image analysis: probabilistic and non-probabilistic methods Ling Huang S. Ruan Yucheng Xing Mengling Feng 99 27 0 09 Oct 2023
Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series Yingcheng Liu Neerav Karani Neel Dey S. M. Abulnaga Junshen Xu P. E. Grant Esra Abaci Turk Polina Golland 55 0 0 05 Oct 2023
Cross-adversarial local distribution regularization for semi-supervised medical image segmentation Thanh Nguyen-Duc Trung Le Roland Bammer He Zhao Jianfei Cai Dinh Q. Phung OOD MedIm 80 9 0 02 Oct 2023
Dual-Decoder Consistency via Pseudo-Labels Guided Data Augmentation for Semi-Supervised Medical Image Segmentation Yuanbin Chen Tao Wang Hui Tang Longxuan Zhao Ruige Zong Shun Chen T. Tan Xinlin Zhang Tong Tong 79 2 0 31 Aug 2023
Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-Training Negin Ghamsarian Javier Gamazo Tejero Pablo Márquez-Neila Sebastian Wolf M. Zinkernagel Klaus Schoeffmann Raphael Sznitman OOD 85 10 0 31 Jul 2023
Boundary-weighted logit consistency improves calibration of segmentation networks Neerav Karani Neel Dey Polina Golland 70 3 0 16 Jul 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 93 3 0 26 Jun 2023
TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation Rui Sun Tao Lei Xiaogang Du Y. Wan Yong-quan Xia Asoke K. Nandi ViT MedIm 38 6 0 07 Jun 2023
Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image Segmentation Zhenxi Zhang Ran Ran Chunna Tian Heng Zhou Xin Li Fan Yang Zhicheng Jiao 97 26 0 25 May 2023
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation Huimin Wu Xuelong Li Yiqun Lin Kwang-Ting Cheng 128 23 0 15 Apr 2023
Ambiguous Medical Image Segmentation using Diffusion Models Aimon Rahman Jeya Maria Jose Valanarasu Ilker Hacihaliloglu V. Patel MedIm DiffM 99 106 0 10 Apr 2023
Semi-Supervised Deep Regression with Uncertainty Consistency and Variational Model Ensembling via Bayesian Neural Networks Weihang Dai Xuelong Li Kwang-Ting Cheng BDL UQCV 69 15 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 116 7 0 07 Feb 2023
Domain Adaptation via Rebalanced Sub-domain Alignment Yi-Ling Liu Juncheng Dong Ziyang Jiang Ahmed Aloui Keyu Li Hunter Klein Vahid Tarokh David Carlson 63 2 0 03 Feb 2023
Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation Ruifei Zhang Sishuo Liu Yizhou Yu Guanbin Li SSL MedIm 67 26 0 12 Jan 2023
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation Zhiqiang Shen Peng Cao Hua Yang Xiaoli Liu Jinzhu Yang Osmar R. Zaiane 67 45 0 11 Jan 2023
MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery Duowen Chen Yunhao Bai Wei Shen Qingli Li Lequan Yu Yan Wang 47 27 0 29 Dec 2022
Segmentation Ability Map: Interpret deep features for medical image segmentation Sheng He Yanfang Feng P. E. Grant Yangming Ou SSeg 51 27 0 19 Dec 2022
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation Ziyuan Zhao Fangcheng Zhou Kaixin Xu Zeng Zeng Cuntai Guan S Kevin Zhou OOD 103 45 0 05 Dec 2022
Membership Inference Attacks Against Semantic Segmentation Models Tomás Chobola Dmitrii Usynin Georgios Kaissis MIACV 68 6 0 02 Dec 2022
Learning to Annotate Part Segmentation with Gradient Matching Yu Yang Xiaotian Cheng Hakan Bilen Xiangyang Ji GAN 96 7 0 06 Nov 2022
Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos Weihang Dai Xuelong Li Xinpeng Ding Kwang-Ting Cheng 127 23 0 20 Oct 2022
Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation Zefan Yang Di Lin Dong Ni Yi Wang 45 14 0 20 Oct 2022
Cutting-Splicing data augmentation: A novel technology for medical image segmentation Lianting Hu Huiying Liang Jiajie Tang Xin Li Li Huang Long Lu 30 1 0 17 Oct 2022