Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Dai, Qian, Wei, Dong, Liu, Hong, Sun, Jinghan, Wang, Liansheng, Zheng, Yefeng |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Federated Modality-specific Encoders and Partially Personalized Fusion Decoder for Multimodal Brain Tumor Segmentation
par: Liu, Hong, et autres
Publié: (2026)
par: Liu, Hong, et autres
Publié: (2026)
Uni-Encoder Meets Multi-Encoders: Representation Before Fusion for Brain Tumor Segmentation with Missing Modalities
par: Song, Peibo, et autres
Publié: (2026)
par: Song, Peibo, et autres
Publié: (2026)
Structure Observation Driven Image-Text Contrastive Learning for Computed Tomography Report Generation
par: Liu, Hong, et autres
Publié: (2026)
par: Liu, Hong, et autres
Publié: (2026)
Unlocking the Potential of Weakly Labeled Data: A Co-Evolutionary Learning Framework for Abnormality Detection and Report Generation
par: Sun, Jinghan, et autres
Publié: (2024)
par: Sun, Jinghan, et autres
Publié: (2024)
MGML: A Plug-and-Play Meta-Guided Multi-Modal Learning Framework for Incomplete Multimodal Brain Tumor Segmentation
par: Zou, Yulong, et autres
Publié: (2025)
par: Zou, Yulong, et autres
Publié: (2025)
Rethinking Brain Tumor Segmentation from the Frequency Domain Perspective
par: Shao, Minye, et autres
Publié: (2025)
par: Shao, Minye, et autres
Publié: (2025)
Unveiling Incomplete Modality Brain Tumor Segmentation: Leveraging Masked Predicted Auto-Encoder and Divergence Learning
par: Sun, Zhongao, et autres
Publié: (2024)
par: Sun, Zhongao, et autres
Publié: (2024)
Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities
par: Zhang, Zheyu, et autres
Publié: (2024)
par: Zhang, Zheyu, et autres
Publié: (2024)
No Modality Left Behind: Adapting to Missing Modalities via Knowledge Distillation for Brain Tumor Segmentation
par: Zhu, Shenghao, et autres
Publié: (2025)
par: Zhu, Shenghao, et autres
Publié: (2025)
SEDNet: Shallow Encoder-Decoder Network for Brain Tumor Segmentation
par: Olisah, Chollette C., et autres
Publié: (2024)
par: Olisah, Chollette C., et autres
Publié: (2024)
FedSemiDG: Domain Generalized Federated Semi-supervised Medical Image Segmentation
par: Deng, Zhipeng, et autres
Publié: (2025)
par: Deng, Zhipeng, et autres
Publié: (2025)
Graph-Based Multi-Modal Light-weight Network for Adaptive Brain Tumor Segmentation
par: Huo, Guohao, et autres
Publié: (2025)
par: Huo, Guohao, et autres
Publié: (2025)
Modality-Aware and Shift Mixer for Multi-modal Brain Tumor Segmentation
par: Huang, Zhongzhen, et autres
Publié: (2024)
par: Huang, Zhongzhen, et autres
Publié: (2024)
Bridging the Gap in Missing Modalities: Leveraging Knowledge Distillation and Style Matching for Brain Tumor Segmentation
par: Zhu, Shenghao, et autres
Publié: (2025)
par: Zhu, Shenghao, et autres
Publié: (2025)
Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification
par: Zhuang, Zhenfeng, et autres
Publié: (2025)
par: Zhuang, Zhenfeng, et autres
Publié: (2025)
CausalDisenSeg: A Causality-Guided Disentanglement Framework with Counterfactual Reasoning for Robust Brain Tumor Segmentation Under Missing Modalities
par: Liu, Bo, et autres
Publié: (2026)
par: Liu, Bo, et autres
Publié: (2026)
Hyper-Connections for Adaptive Multi-Modal MRI Brain Tumor Segmentation
par: Kumar, Lokendra, et autres
Publié: (2026)
par: Kumar, Lokendra, et autres
Publié: (2026)
Sub-Region-Aware Modality Fusion and Adaptive Prompting for Multi-Modal Brain Tumor Segmentation
par: Alijani, Shadi, et autres
Publié: (2026)
par: Alijani, Shadi, et autres
Publié: (2026)
Modality-Specific Enhancement and Complementary Fusion for Semi-Supervised Multi-Modal Brain Tumor Segmentation
par: Chung, Tien-Dat, et autres
Publié: (2025)
par: Chung, Tien-Dat, et autres
Publié: (2025)
Hypergraph Tversky-Aware Domain Incremental Learning for Brain Tumor Segmentation with Missing Modalities
par: Wang, Junze, et autres
Publié: (2025)
par: Wang, Junze, et autres
Publié: (2025)
Decoupling Feature Representations of Ego and Other Modalities for Incomplete Multi-modal Brain Tumor Segmentation
par: Yang, Kaixiang, et autres
Publié: (2024)
par: Yang, Kaixiang, et autres
Publié: (2024)
DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities
par: Li, Haitao, et autres
Publié: (2025)
par: Li, Haitao, et autres
Publié: (2025)
Unified Multimodal Coherent Field: Synchronous Semantic-Spatial-Vision Fusion for Brain Tumor Segmentation
par: Zhang, Mingda, et autres
Publié: (2025)
par: Zhang, Mingda, et autres
Publié: (2025)
Robust Multimodal Semantic Segmentation with Balanced Modality Contributions
par: Tan, Jiaqi, et autres
Publié: (2025)
par: Tan, Jiaqi, et autres
Publié: (2025)
CCSD: Cross-Modal Compositional Self-Distillation for Robust Brain Tumor Segmentation with Missing Modalities
par: Xie, Dongqing, et autres
Publié: (2025)
par: Xie, Dongqing, et autres
Publié: (2025)
Selective Complementary Feature Fusion and Modal Feature Compression Interaction for Brain Tumor Segmentation
par: Chen, Dong, et autres
Publié: (2025)
par: Chen, Dong, et autres
Publié: (2025)
BrainSegDMlF: A Dynamic Fusion-enhanced SAM for Brain Lesion Segmentation
par: Wang, Hongming, et autres
Publié: (2025)
par: Wang, Hongming, et autres
Publié: (2025)
D3Seg: Dependency-Aware Diffusion for Brain Tumor Segmentation with Missing Modalities
par: Ali, Danish, et autres
Publié: (2026)
par: Ali, Danish, et autres
Publié: (2026)
XLSTM-HVED: Cross-Modal Brain Tumor Segmentation and MRI Reconstruction Method Using Vision XLSTM and Heteromodal Variational Encoder-Decoder
par: Zhu, Shenghao, et autres
Publié: (2024)
par: Zhu, Shenghao, et autres
Publié: (2024)
Federated Self-supervised Domain Generalization for Label-efficient Polyp Segmentation
par: Tan, Xinyi, et autres
Publié: (2025)
par: Tan, Xinyi, et autres
Publié: (2025)
MSM-Seg: A Modality-and-Slice Memory Framework with Category-Agnostic Prompting for Multi-Modal Brain Tumor Segmentation
par: Luo, Yuxiang, et autres
Publié: (2025)
par: Luo, Yuxiang, et autres
Publié: (2025)
UPMAD-Net: A Brain Tumor Segmentation Network with Uncertainty Guidance and Adaptive Multimodal Feature Fusion
par: Jia, Zhanyuan, et autres
Publié: (2025)
par: Jia, Zhanyuan, et autres
Publié: (2025)
AMGFormer: Adaptive Multi-Granular Transformer for Brain Tumor Segmentation with Missing Modalities
par: Guo, Chengxiang, et autres
Publié: (2026)
par: Guo, Chengxiang, et autres
Publié: (2026)
EfficientGFormer: Multimodal Brain Tumor Segmentation via Pruned Graph-Augmented Transformer
par: Ziaeetabar, Fatemeh
Publié: (2025)
par: Ziaeetabar, Fatemeh
Publié: (2025)
Unlocking the Potential of MLLMs in Referring Expression Segmentation via a Light-weight Mask Decoder
par: Wang, Jingchao, et autres
Publié: (2025)
par: Wang, Jingchao, et autres
Publié: (2025)
Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation
par: Khan, Muhammad Irfan, et autres
Publié: (2024)
par: Khan, Muhammad Irfan, et autres
Publié: (2024)
Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation
par: Khan, Muhammad Irfan, et autres
Publié: (2024)
par: Khan, Muhammad Irfan, et autres
Publié: (2024)
AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation
par: Qian, Rui, et autres
Publié: (2026)
par: Qian, Rui, et autres
Publié: (2026)
Mind the Gap: Promoting Missing Modality Brain Tumor Segmentation with Alignment
par: Liu, Tianyi, et autres
Publié: (2024)
par: Liu, Tianyi, et autres
Publié: (2024)
Reflection Anchors for Propagation-Aware Visual Retention in Long-Chain Multimodal Reasoning
par: Gong, Xuan, et autres
Publié: (2026)
par: Gong, Xuan, et autres
Publié: (2026)
Documents similaires
-
Federated Modality-specific Encoders and Partially Personalized Fusion Decoder for Multimodal Brain Tumor Segmentation
par: Liu, Hong, et autres
Publié: (2026) -
Uni-Encoder Meets Multi-Encoders: Representation Before Fusion for Brain Tumor Segmentation with Missing Modalities
par: Song, Peibo, et autres
Publié: (2026) -
Structure Observation Driven Image-Text Contrastive Learning for Computed Tomography Report Generation
par: Liu, Hong, et autres
Publié: (2026) -
Unlocking the Potential of Weakly Labeled Data: A Co-Evolutionary Learning Framework for Abnormality Detection and Report Generation
par: Sun, Jinghan, et autres
Publié: (2024) -
MGML: A Plug-and-Play Meta-Guided Multi-Modal Learning Framework for Incomplete Multimodal Brain Tumor Segmentation
par: Zou, Yulong, et autres
Publié: (2025)