Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation

Computer Vision and Pattern Recognition (CVPR), 2022

18 June 2022

Papers citing "Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation"

21 / 21 papers shown

Title
PEdger++: Practical Edge Detection via Assembling Cross Information Yuanbin Fu Liang Li Xiaojie Guo 56 0 0 16 Aug 2025
Dual Teacher-Student Learning for Semi-supervised Medical Image Segmentation Pengchen Zhang Alan J.X. Guo Sipin Luo Zhe Han Lin Guo 120 0 0 16 May 2025
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation Hong Zheng Yucheng Chen Nan Mu Xiaoning Li 236 0 0 23 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 236 3 0 28 Feb 2025
A Bayesian Approach to Weakly-supervised Laparoscopic Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Zhou Zheng Y. Hayashi M. Oda T. Kitasaka K. Mori UQCV 82 2 0 11 Oct 2024
cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process Yihang Chen Tsai Hor Chan Guosheng Yin Yuming Jiang Lequan Yu 165 5 0 16 Jul 2024
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation Qixiang Zhang Haonan Wang Xuelong Li 119 1 0 10 Jul 2024
Cell Tracking according to Biological Needs -- Strong Mitosis-aware Multi-Hypothesis Tracker with Aleatoric UncertaintyIEEE Transactions on Medical Imaging (IEEE TMI), 2024 Timo Kaiser Maximilian Schier Bodo Rosenhahn 199 2 0 22 Mar 2024
Benefit from public unlabeled data: A Frangi filtering-based pretraining network for 3D cerebrovascular segmentation Gen Shi Hao Lu Hui Hui Jie Tian 105 1 0 23 Dec 2023
Towards Generic Semi-Supervised Framework for Volumetric Medical Image SegmentationNeural Information Processing Systems (NeurIPS), 2023 Haonan Wang Xiaomeng Li 177 50 0 17 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 185 17 0 10 Oct 2023
NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic SegmentationInternational Conference on Machine Learning (ICML), 2023 Jianfeng Wang Daniela Massiceti Xiaolin Hu Vladimir Pavlovic Thomas Lukasiewicz UQCV 159 9 0 05 Aug 2023
DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Hong Wang Xuelong Li 137 53 0 22 Jul 2023
Robust Wind Turbine Blade Segmentation from RGB Images in the WildInternational Conference on Information Photonics (ICIP), 2023 Raül Pérez-Gonzalo Andreas Espersen Antonio Agudo 50 7 0 26 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 260 19 0 26 Jun 2023
Expectation Maximization Pseudo Labels Moucheng Xu Yukun Zhou Chen Jin M. Groot Daniel C. Alexander N. Oxtoby Yipeng Hu Joseph Jacob 208 3 0 02 May 2023
Compensation Learning in Semantic Segmentation Timo Kaiser Christoph Reinders Bodo Rosenhahn NoLa 129 5 0 26 Apr 2023
Fixing Overconfidence in Dynamic Neural NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Lassi Meronen Martin Trapp Andrea Pilzer Le Yang Arno Solin BDL 248 24 0 13 Feb 2023
NP-Match: Towards a New Probabilistic Model for Semi-Supervised Learning Jianfeng Wang Xiaolin Hu Thomas Lukasiewicz AAML BDL 143 0 0 31 Jan 2023
Bidirectional Semi-supervised Dual-branch CNN for Robust 3D Reconstruction of Stereo Endoscopic Images via Adaptive Cross and Parallel SupervisionsIEEE Transactions on Medical Imaging (IEEE TMI), 2022 Hongkuan Shi Zhiwei Wang Ying Zhou Dun Li Xin Yang Qiang Li 3DV 155 10 0 15 Oct 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 217 226 0 28 Jul 2022