Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images

21 July 2020

Papers citing "Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images"

41 / 41 papers shown

Title
Rethinking the Mean Teacher Strategy from the Perspective of Self-paced Learning Pengchen Zhang Alan J.X. Guo Sipin Luo Zhe Han Lin Guo 27 0 0 16 May 2025
BoundarySeg:An Embarrassingly Simple Method To Boost Medical Image Segmentation Performance for Low Data Regimes Tushar Kataria Shireen Y. Elhabian 29 0 0 14 May 2025
RAIL: Region-Aware Instructive Learning for Semi-Supervised Tooth Segmentation in CBCT Chuyu Zhao Hao Huang Jiashuo Guo Ziyu Shen Zhongwei Zhou Jie Liu Zekuan Yu 50 0 0 06 May 2025
GIGP: A Global Information Interacting and Geometric Priors Focusing Framework for Semi-supervised Medical Image Segmentation Lianyuan Yu Xiuzhen Guo Ji Shi Hongxiao Wang Hongwei Li 61 0 0 12 Mar 2025
SDCL: Students Discrepancy-Informed Correction Learning for Semi-supervised Medical Image Segmentation Bentao Song Qingfeng Wang 51 3 0 25 Sep 2024
Adaptive Mix for Semi-Supervised Medical Image Segmentation Zhiqiang Shen Peng Cao Junming Su Jinzhu Yang Osmar R. Zaiane 51 0 0 31 Jul 2024
CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation Bin Zhao Chunshi Wang Shuxue Ding 43 2 0 01 May 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 48 7 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 26 7 0 10 Apr 2024
Guidelines for Cerebrovascular Segmentation: Managing Imperfect Annotations in the context of Semi-Supervised Learning Pierre Rougé Pierre-Henri Conze Nicolas Passat Odyssée Merveille 36 0 0 02 Apr 2024
Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning Sanaz Karimijafarbigloo Reza Azad Yury Velichko Ulas Bagci Dorit Merhof 44 1 0 21 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 24 0 0 17 Nov 2023
Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation Heejoon Koo 42 0 0 10 Nov 2023
Deep Conditional Shape Models for 3D cardiac image segmentation Athira J. Jacob Puneet Sharma Daniel Rückert 3DV 27 3 0 16 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 28 4 0 26 Sep 2023
Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation Zhen Zhao Ye Liu Meng Zhao Di Yin Yixuan Yuan Luping Zhou 29 2 0 23 Aug 2023
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation Qingyue Wei Lequan Yu Xianhang Li Wei Shao Cihang Xie Lei Xing Yuyin Zhou 24 10 0 21 Jul 2023
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification Md Junaid Mahmood Pranaw Raj Divyansh Agarwal S. Kumari Pravendra Singh 34 7 0 10 Jul 2023
Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation Zhenxi Zhang Ran Ran Chunna Tian Heng Zhou Fan Yang Xin Li Zhicheng Jiao 34 2 0 25 May 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 30 38 0 11 Jan 2023
Complementary consistency semi-supervised learning for 3D left atrial image segmentation Hejun Huang Zuguo Chen Chaoyang Chen Ming Lu Ying Zou 36 280 0 04 Oct 2022
3D Cross-Pseudo Supervision (3D-CPS): A semi-supervised nnU-Net architecture for abdominal organ segmentation Yo-Ping Huang Han Zhang Yan Yan Haseeb Hassan 21 3 0 19 Sep 2022
$Warm Start Active Learning with Proxy Labels \& Selection via Semi-Supervised Fine-Tuning$ Warm Start Active Learning with Proxy Labels \& Selection via Semi-Supervised Fine-Tuning V. Nath Dong Yang H. Roth Daguang Xu 41 25 0 13 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 29 152 0 28 Jul 2022
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation Chae-Eun Lee H. Park Y. Shin Minyoung Chung 34 8 0 14 May 2022
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation Jeffry Wicaksana Zengqiang Yan Dong Zhang Xijie Huang Huimin Wu Xin Yang Kwang-Ting Cheng FedML 38 49 0 04 May 2022
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation Yicheng Wu Zhonghua Wu Qianyi Wu Zongyuan Ge Jianfei Cai 26 135 0 02 Mar 2022
Uncertainty-Guided Mutual Consistency Learning for Semi-Supervised Medical Image Segmentation Yichi Zhang Rushi Jiao Qingcheng Liao Dongyang Li Jicong Zhang 35 56 0 05 Dec 2021
Exploring Feature Representation Learning for Semi-supervised Medical Image Segmentation Huimin Wu Xuelong Li Kwang-Ting Cheng 28 13 0 22 Nov 2021
Diversified Multi-prototype Representation for Semi-supervised Segmentation Jizong Peng Christian Desrosiers M. Pedersoli 29 1 0 16 Nov 2021
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Yinghuan Shi Jian Zhang T. Ling Jiwen Lu Yefeng Zheng Qian Yu Lei Qi Yang Gao UQCV 17 144 0 17 Oct 2021
Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium Segmentation Xuanting Hao Shengbo Gao Lijie Sheng Jicong Zhang 35 3 0 20 Sep 2021
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation S. Hasan Cristian A. Linte 27 7 0 16 Sep 2021
Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation Xinrong Hu Dewen Zeng Xiaowei Xu Yiyu Shi SSL 29 105 0 15 Sep 2021
PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning Xiaoang Shen Guokai Zhang Huilin Lai Jihao Luo Jianwei Lu Ye Luo 27 14 0 26 Aug 2021
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey S. Niyas S. Pawan Anand Kumar Jeny Rajan MedIm 53 83 0 19 Aug 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 572 0 27 May 2021
Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation Yichi Zhang Jicong Zhang SSL 36 38 0 08 Mar 2021
Semi-supervised Left Atrium Segmentation with Mutual Consistency Training Yicheng Wu Minfeng Xu Z. Ge Jianfei Cai Lei Zhang 15 206 0 04 Mar 2021
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks Matthew Sinclair A. Schuh K. Hahn K. Petersen Ying Bai James Batten M. Schaap Ben Glocker 25 30 0 18 Dec 2020
Semi-supervised Medical Image Segmentation through Dual-task Consistency Xiangde Luo Jieneng Chen Tao Song Yinan Chen Guotai Wang Shaoting Zhang 24 520 0 09 Sep 2020