CmFNet: Cross-modal Fusion Network for Weakly-supervised Segmentation of Medical Images
Fuente:
arXiv
Saved in:
| Main Authors: | Meng, Dongdong, Li, Sheng, Wu, Hao, Tian, Suqing, Ma, Wenjun, Wang, Guoping, Yan, Xueqing |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Semi-Supervised Multi-Modal Medical Image Segmentation for Complex Situations
by: Meng, Dongdong, et al.
Published: (2025)
by: Meng, Dongdong, et al.
Published: (2025)
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation
by: Xing, Ruiqi
Published: (2025)
by: Xing, Ruiqi
Published: (2025)
Weakly-supervised Medical Image Segmentation with Gaze Annotations
by: Zhong, Yuan, et al.
Published: (2024)
by: Zhong, Yuan, et al.
Published: (2024)
SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection
by: Wei, Jia, et al.
Published: (2024)
by: Wei, Jia, et al.
Published: (2024)
Frequency-domain Multi-modal Fusion for Language-guided Medical Image Segmentation
by: Yu, Bo, et al.
Published: (2025)
by: Yu, Bo, et al.
Published: (2025)
Uncertainty-aware Cross-training for Semi-supervised Medical Image Segmentation
by: Huang, Kaiwen, et al.
Published: (2025)
by: Huang, Kaiwen, et al.
Published: (2025)
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation
by: Miao, Juzheng, et al.
Published: (2024)
by: Miao, Juzheng, et al.
Published: (2024)
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation
by: Xu, Guoping, et al.
Published: (2024)
by: Xu, Guoping, et al.
Published: (2024)
FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation
by: Lin, Li, et al.
Published: (2024)
by: Lin, Li, et al.
Published: (2024)
WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation
by: Zhu, Lianghui, et al.
Published: (2023)
by: Zhu, Lianghui, et al.
Published: (2023)
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition
by: Zhu, Lianghui, et al.
Published: (2024)
by: Zhu, Lianghui, et al.
Published: (2024)
CFFormer: Cross CNN-Transformer Channel Attention and Spatial Feature Fusion for Improved Segmentation of Heterogeneous Medical Images
by: Li, Jiaxuan, et al.
Published: (2025)
by: Li, Jiaxuan, et al.
Published: (2025)
Self-supervised 3D Patient Modeling with Multi-modal Attentive Fusion
by: Zheng, Meng, et al.
Published: (2024)
by: Zheng, Meng, et al.
Published: (2024)
Semi-supervised Medical Image Segmentation Method Based on Cross-pseudo Labeling Leveraging Strong and Weak Data Augmentation Strategies
by: Chen, Yifei, et al.
Published: (2024)
by: Chen, Yifei, et al.
Published: (2024)
Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation
by: Gu, Yuliang, et al.
Published: (2023)
by: Gu, Yuliang, et al.
Published: (2023)
Uncertainty-aware Evidential Fusion-based Learning for Semi-supervised Medical Image Segmentation
by: He, Yuanpeng, et al.
Published: (2024)
by: He, Yuanpeng, et al.
Published: (2024)
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation
by: Xie, Shiao, et al.
Published: (2024)
by: Xie, Shiao, et al.
Published: (2024)
WeCKD: Weakly-supervised Chained Distillation Network for Efficient Multimodal Medical Imaging
by: Rahman, Md. Abdur, et al.
Published: (2025)
by: Rahman, Md. Abdur, et al.
Published: (2025)
Dual Cross-image Semantic Consistency with Self-aware Pseudo Labeling for Semi-supervised Medical Image Segmentation
by: Wu, Han, et al.
Published: (2025)
by: Wu, Han, et al.
Published: (2025)
A Novel Downsampling Strategy Based on Information Complementarity for Medical Image Segmentation
by: Yue, Wenbo, et al.
Published: (2025)
by: Yue, Wenbo, et al.
Published: (2025)
Semi-supervised Medical Image Segmentation via Query Distribution Consistency
by: Wu, Rong, et al.
Published: (2023)
by: Wu, Rong, et al.
Published: (2023)
A Bayesian Approach to Weakly-supervised Laparoscopic Image Segmentation
by: Zheng, Zhou, et al.
Published: (2024)
by: Zheng, Zhou, et al.
Published: (2024)
Support-Query Prototype Fusion Network for Few-shot Medical Image Segmentation
by: Wu, Xiaoxiao, et al.
Published: (2024)
by: Wu, Xiaoxiao, et al.
Published: (2024)
D3FNet: A Differential Attention Fusion Network for Fine-Grained Road Structure Extraction in Remote Perception Systems
by: Liu, Chang, et al.
Published: (2025)
by: Liu, Chang, et al.
Published: (2025)
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation
by: Gong, Zhendi, et al.
Published: (2022)
by: Gong, Zhendi, et al.
Published: (2022)
Translation Consistent Semi-supervised Segmentation for 3D Medical Images
by: Liu, Yuyuan, et al.
Published: (2022)
by: Liu, Yuyuan, et al.
Published: (2022)
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation
by: He, Along, et al.
Published: (2024)
by: He, Along, et al.
Published: (2024)
ICFNet: Integrated Cross-modal Fusion Network for Survival Prediction
by: Zhang, Binyu, et al.
Published: (2025)
by: Zhang, Binyu, et al.
Published: (2025)
HOI-aware Adaptive Network for Weakly-supervised Action Segmentation
by: Zhang, Runzhong, et al.
Published: (2026)
by: Zhang, Runzhong, et al.
Published: (2026)
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation
by: Gu, Yunqi, et al.
Published: (2023)
by: Gu, Yunqi, et al.
Published: (2023)
Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation
by: Karri, Meghana, et al.
Published: (2024)
by: Karri, Meghana, et al.
Published: (2024)
Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image Segmentation
by: Wang, Yanyan, et al.
Published: (2025)
by: Wang, Yanyan, et al.
Published: (2025)
Dual Interaction Network with Cross-Image Attention for Medical Image Segmentation
by: Noh, Jeonghyun, et al.
Published: (2025)
by: Noh, Jeonghyun, et al.
Published: (2025)
Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation
by: Guo, Xiuzhen, et al.
Published: (2025)
by: Guo, Xiuzhen, et al.
Published: (2025)
Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation
by: Cao, Luyang, et al.
Published: (2025)
by: Cao, Luyang, et al.
Published: (2025)
Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration
by: Zhou, Xiaogen, et al.
Published: (2024)
by: Zhou, Xiaogen, et al.
Published: (2024)
Screener: Self-supervised Pathology Segmentation in Medical CT Images
by: Goncharov, Mikhail, et al.
Published: (2025)
by: Goncharov, Mikhail, et al.
Published: (2025)
Decoupled Competitive Framework for Semi-supervised Medical Image Segmentation
by: Chen, Jiahe, et al.
Published: (2025)
by: Chen, Jiahe, et al.
Published: (2025)
Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation
by: Zhao, Zhen, et al.
Published: (2023)
by: Zhao, Zhen, et al.
Published: (2023)
Contrastive Learning with Diffusion Features for Weakly Supervised Medical Image Segmentation
by: Zeng, Dewen, et al.
Published: (2025)
by: Zeng, Dewen, et al.
Published: (2025)
Similar Items
-
Semi-Supervised Multi-Modal Medical Image Segmentation for Complex Situations
by: Meng, Dongdong, et al.
Published: (2025) -
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation
by: Xing, Ruiqi
Published: (2025) -
Weakly-supervised Medical Image Segmentation with Gaze Annotations
by: Zhong, Yuan, et al.
Published: (2024) -
SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection
by: Wei, Jia, et al.
Published: (2024) -
Frequency-domain Multi-modal Fusion for Language-guided Medical Image Segmentation
by: Yu, Bo, et al.
Published: (2025)