CycleMix: A Holistic Strategy for Medical Image Segmentation from
Scribble Supervision

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CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision

3 March 2022

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Papers citing "CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision"

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Title
LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification Reuben Dorent Roya Khajavi Tagwa Idris Erik Ziegler B. Somarouthu ... Minghui Zhang Steve Pieper Gordon Harris Ron Kikinis Tina Kapur 106 6 0 19 Aug 2024
Embarrassingly Simple Scribble Supervision for 3D Medical Segmentation Karol Gotkowski Carsten T. Lüth Paul F. Jäger Sebastian Ziegler Lars Krämer Stefan Denner Shuhan Xiao Sinyoung Ra Klaus H. Maier-Hein Hyunjin Park 66 4 0 19 Mar 2024
SA-MixNet: Structure-aware Mixup and Invariance Learning for Scribble-supervised Road Extraction in Remote Sensing Images Jie Feng Hao Huang Junpeng Zhang Weisheng Dong Dingwen Zhang Licheng Jiao 93 2 0 03 Mar 2024
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation Ozan Unal Dengxin Dai Lukas Hoyer Y. Can Luc Van Gool 3DPC 71 5 0 27 Nov 2023
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding Zihan Li Yuan Zheng Xiangde Luo Dandan Shan Qingqi Hong 85 23 0 30 Jul 2023
S $^2$ ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation An-Chi Wang Mengya Xu Yang Zhang Mobarakol Islam Hongliang Ren 100 19 0 01 Jun 2023
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation Kecheng Zhang Xiahai Zhuang 42 8 0 12 Jan 2023
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
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 139 173 0 28 Jul 2022
Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations Qiuhui Chen Yi Hong 79 28 0 13 May 2022
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers Zicheng Liu Siyuan Li Di Wu Jianzhu Guo Zhiyuan Chen Lirong Wu Stan Z. Li 121 78 0 24 Mar 2021