Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision

4 March 2022

Guotai Wang

Papers citing "Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision"

50 / 53 papers shown

Title
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation Ke Zhang Vishal M. Patel 37 0 0 28 Mar 2025
SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative Learning Luyi Qiu Tristan Till Xiaobao Guo A. Kong Mamba 36 1 0 03 Mar 2025
QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images Thien B. Nguyen-Tat Hoang-An Vo Phuoc-Sang Dang 62 0 0 17 Feb 2025
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance Hallee E. Wong Jose Javier Gonzalez Ortiz John Guttag Adrian V. Dalca 80 0 0 19 Dec 2024
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation Arvind Murari Vepa Zukang Yang Andrew Choi Jungseock Joo Fabien Scalzo Yizhou Sun 3DPC 63 1 0 24 Nov 2024
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation Jiaqi Yang Nitish Mehta Xiaoling Hu C. L. P. Chen Chia-Ling Tsai 59 0 0 19 Nov 2024
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 78 0 0 18 Nov 2024
A Bayesian Approach to Weakly-supervised Laparoscopic Image Segmentation Zhou Zheng Y. Hayashi M. Oda T. Kitasaka K. Mori UQCV 23 0 0 11 Oct 2024
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation Xiaoxiang Han Xinyu Li Jiang Shang Yiman Liu Keyan Chen Qiaohong Liu Qi Zhang Qi Zhang Mamba 20 0 0 28 Sep 2024
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation Xixi Jiang Dong Zhang Xiang Li Kangyi Liu Kwang-Ting Cheng Xin Yang OOD 17 1 0 05 Sep 2024
Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation Jing Yuan Tania Stathaki 25 0 0 24 Aug 2024
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels Zhisong Wang Yiwen Ye Ziyang Chen Minglei Shu Yong Xia 16 0 0 23 Aug 2024
SAM-Driven Weakly Supervised Nodule Segmentation with Uncertainty-Aware Cross Teaching Xingyue Zhao Peiqi Li Xiangde Luo Meng Yang Shih-Wei Chang Zhongyu Li 31 0 0 18 Jul 2024
Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases Xiangde Luo Zihan Li Shaoting Zhang Wenjun Liao Guotai Wang OOD 18 4 0 19 Jun 2024
ModelMix: A New Model-Mixup Strategy to Minimize Vicinal Risk across Tasks for Few-scribble based Cardiac Segmentation Ke Zhang Vishal M. Patel 28 2 0 19 Jun 2024
DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation Yitong Yang Xinli Xu Haigen Hu Haixia Long Qianwei Zhou Qiu Guan FedML MedIm 28 0 0 23 May 2024
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation Yu Lei Haolun Luo Lituan Wang Zhenwei Zhang Lei Zhang 23 1 0 10 May 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 19 2 0 20 Apr 2024
Weakly-Supervised Learning via Multi-Lateral Decoder Branching for Tool Segmentation in Robot-Assisted Cardiovascular Catheterization O. Omisore T. Akinyemi Anh Nguyen Lei Wang 33 0 0 11 Apr 2024
FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Jianghao Wu Dong Guo Guotai Wang Qian Yue H. Yu Kang Li Shaoting Zhang OOD 25 3 0 07 Apr 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 Nico Disch Klaus H. Maier-Hein Fabian Isensee 31 3 0 19 Mar 2024
Skeleton Supervised Airway Segmentation Mingyue Zhao Han Li Li Fan Shiyuan Liu Xiaolan Qiu S.Kevin Zhou 21 1 0 11 Mar 2024
FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation Li Lin Yixiang Liu Jiewei Wu Pujin Cheng Zhiyuan Cai Kenneth K. Y. Wong Xiaoying Tang FedML 29 6 0 27 Feb 2024
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation Ziyang Wang Chao Ma Mamba 15 28 0 16 Feb 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 43 21 0 11 Feb 2024
ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation Zihan Li Yuan Zheng Dandan Shan Shuzhou Yang Qingde Li Beizhan Wang Yuan-ting Zhang Qingqi Hong Dinggang Shen ViT MedIm 19 39 0 03 Feb 2024
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Y. Liu L. Lin K. Wong X. Tang 16 2 0 25 Jan 2024
AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation Mu Tian Qin Yang Yi Gao MedIm 8 0 0 11 Dec 2023
Clean Label Disentangling for Medical Image Segmentation with Noisy Labels Zicheng Wang Zhen Zhao Erjian Guo Luping Zhou 8 1 0 28 Nov 2023
Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation Xiaoyang Chen Hao Zheng Yuemeng Li Yuncong Ma Liang Ma Hongming Li Yong-Xian Fan 17 7 0 17 Nov 2023
ScribblePolyp: Scribble-Supervised Polyp Segmentation through Dual Consistency Alignment Zixun Zhang Yuncheng Jiang JunChao Wei Hannah Cui Zhen Li 9 0 0 09 Nov 2023
Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors Qiuhui Chen Haiying Lyu Xinyue Hu Yong Lu Yi Hong 8 0 0 12 Oct 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 21 12 0 10 Oct 2023
Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency Meng Han Xiangde Luo Wenjun Liao Shichuan Zhang Shaoting Zhang Guotai Wang 26 7 0 18 Sep 2023
Boosting Weakly-Supervised Image Segmentation via Representation, Transform, and Compensator Chunyan Wang Dong Zhang Rui Yan 9 1 0 02 Sep 2023
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding Zihan Li Yuan Zheng Xiangde Luo Dandan Shan Qingqi Hong 8 22 0 30 Jul 2023
Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning Zheng Zhang Xiaolei Zhang Yaolei Qi Guanyu Yang 10 2 0 10 Jul 2023
DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences Wentao Liu Tong Tian Lemeng Wang Weijing Xu Lei Li ... H. Yang Feng Gao Yiming Deng Xin Yang Ruisheng Su 10 7 0 21 Jun 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 18 15 0 01 Jun 2023
Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey Yichi Zhang Rushi Jiao MedIm VLM 14 25 0 05 May 2023
Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model Hongrun Zhang Liam Burrows Y. Meng Declan Sculthorpe Abhik Mukherjee Sarah E Coupland Ke-long Chen Yalin Zheng 23 13 0 07 Apr 2023
Scribble-Supervised RGB-T Salient Object Detection Zhengyi Liu Xiao Huang Guanghui Zhang Xianyong Fang Linbo Wang Bin Tang 19 16 0 17 Mar 2023
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation Kecheng Zhang Xiahai Zhuang 7 8 0 12 Jan 2023
Annotation by Clicks: A Point-Supervised Contrastive Variance Method for Medical Semantic Segmentation Qing En Yuhong Guo 6 4 0 17 Dec 2022
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation Li Lin Linkai Peng Huaqing He Pujin Cheng Jiewei Wu Kenneth K. Y. Wong Xiaoying Tang 6 11 0 11 Dec 2022
Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation Zefan Yang Di Lin Dong Ni Yi Wang 13 12 0 20 Oct 2022
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation Guotai Wang Xiangde Luo Ran Gu Shuojue Yang Yijie Qu Shuwei Zhai Qianfei Zhao Kang Li Shaoting Zhang VLM 17 35 0 19 Aug 2022
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation Shuwei Zhai Guotai Wang Xiangde Luo Qian Yue Kang Li Shaoting Zhang 3DPC 11 24 0 11 Aug 2022
Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations Qiuhui Chen Yi Hong 24 24 0 13 May 2022
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image Xiangde Luo Wenjun Liao Jianghong Xiao Jieneng Chen Tao Song Xiaofan Zhang Kang Li Dimitris N. Metaxas Guotai Wang Shaoting Zhang 8 123 0 03 Nov 2021