DH-Mamba: Exploring Dual-domain Hierarchical State Space Models for MRI Reconstruction
Fuente:
arXiv
Saved in:
| Main Authors: | Meng, Yucong, Yang, Zhiwei, Song, Zhijian, Shi, Yonghong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification
by: Meng, Yucong, et al.
Published: (2024)
by: Meng, Yucong, et al.
Published: (2024)
Continuous K-space Recovery Network with Image Guidance for Fast MRI Reconstruction
by: Meng, Yucong, et al.
Published: (2024)
by: Meng, Yucong, et al.
Published: (2024)
MambaRecon: MRI Reconstruction with Structured State Space Models
by: Korkmaz, Yilmaz, et al.
Published: (2024)
by: Korkmaz, Yilmaz, et al.
Published: (2024)
Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation
by: Yang, Zhiwei, et al.
Published: (2025)
by: Yang, Zhiwei, et al.
Published: (2025)
HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction
by: Chen, Hongli, et al.
Published: (2025)
by: Chen, Hongli, et al.
Published: (2025)
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation
by: Li, Shiman, et al.
Published: (2023)
by: Li, Shiman, et al.
Published: (2023)
MDPG: Multi-domain Diffusion Prior Guidance for MRI Reconstruction
by: Zhang, Lingtong, et al.
Published: (2025)
by: Zhang, Lingtong, et al.
Published: (2025)
MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion
by: Zou, Jing, et al.
Published: (2024)
by: Zou, Jing, et al.
Published: (2024)
Reconstruct or Generate: Exploring the Spectrum of Generative Modeling for Cardiac MRI
by: Bubeck, Niklas, et al.
Published: (2025)
by: Bubeck, Niklas, et al.
Published: (2025)
Dual-domain Multi-path Self-supervised Diffusion Model for Accelerated MRI Reconstruction
by: Zhang, Yuxuan, et al.
Published: (2025)
by: Zhang, Yuxuan, et al.
Published: (2025)
MambaIC: State Space Models for High-Performance Learned Image Compression
by: Zeng, Fanhu, et al.
Published: (2025)
by: Zeng, Fanhu, et al.
Published: (2025)
FusionMamba: Efficient Remote Sensing Image Fusion with State Space Model
by: Peng, Siran, et al.
Published: (2024)
by: Peng, Siran, et al.
Published: (2024)
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining
by: Li, Dong, et al.
Published: (2024)
by: Li, Dong, et al.
Published: (2024)
MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty Estimation
by: Huang, Jiahao, et al.
Published: (2024)
by: Huang, Jiahao, et al.
Published: (2024)
Re-Visible Dual-Domain Self-Supervised Deep Unfolding Network for MRI Reconstruction
by: Zhang, Hao, et al.
Published: (2025)
by: Zhang, Hao, et al.
Published: (2025)
Accelerated Multi-Contrast MRI Reconstruction via Frequency and Spatial Mutual Learning
by: Chen, Qi, et al.
Published: (2024)
by: Chen, Qi, et al.
Published: (2024)
An efficient dual-branch framework via implicit self-texture enhancement for arbitrary-scale histopathology image super-resolution
by: Duan, Minghong, et al.
Published: (2024)
by: Duan, Minghong, et al.
Published: (2024)
Exploring Siamese Networks in Self-Supervised Fast MRI Reconstruction
by: Sun, Liyan, et al.
Published: (2025)
by: Sun, Liyan, et al.
Published: (2025)
MCM: Mamba-based Cardiac Motion Tracking using Sequential Images in MRI
by: Yin, Jiahui, et al.
Published: (2025)
by: Yin, Jiahui, et al.
Published: (2025)
UEPS: Robust and Efficient MRI Reconstruction
by: Zhou, Xiang, et al.
Published: (2026)
by: Zhou, Xiang, et al.
Published: (2026)
DeflareMamba: Hierarchical Vision Mamba for Contextually Consistent Lens Flare Removal
by: Huang, Yihang, et al.
Published: (2025)
by: Huang, Yihang, et al.
Published: (2025)
DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model
by: Zhao, Zhicheng, et al.
Published: (2025)
by: Zhao, Zhicheng, et al.
Published: (2025)
PCMamba: Physics-Informed Cross-Modal State Space Model for Dual-Camera Compressive Hyperspectral Imaging
by: Meng, Ge, et al.
Published: (2025)
by: Meng, Ge, et al.
Published: (2025)
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model
by: Chen, Hongruixuan, et al.
Published: (2024)
by: Chen, Hongruixuan, et al.
Published: (2024)
On the Foundation Model for Cardiac MRI Reconstruction
by: Zhang, Chi, et al.
Published: (2024)
by: Zhang, Chi, et al.
Published: (2024)
ReconMIL: Synergizing Latent Space Reconstruction with Bi-Stream Mamba for Whole Slide Image Analysis
by: Gan, Lubin, et al.
Published: (2026)
by: Gan, Lubin, et al.
Published: (2026)
MambaClinix: Hierarchical Gated Convolution and Mamba-Based U-Net for Enhanced 3D Medical Image Segmentation
by: Bian, Chenyuan, et al.
Published: (2024)
by: Bian, Chenyuan, et al.
Published: (2024)
Mamba-based Light Field Super-Resolution with Efficient Subspace Scanning
by: Gao, Ruisheng, et al.
Published: (2024)
by: Gao, Ruisheng, et al.
Published: (2024)
Physics-Driven Autoregressive State Space Models for Medical Image Reconstruction
by: Kabas, Bilal, et al.
Published: (2024)
by: Kabas, Bilal, et al.
Published: (2024)
Self-Supervised Adversarial Diffusion Models for Fast MRI Reconstruction
by: Safari, Mojtaba, et al.
Published: (2024)
by: Safari, Mojtaba, et al.
Published: (2024)
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba
by: Huang, Jiahao, et al.
Published: (2024)
by: Huang, Jiahao, et al.
Published: (2024)
Rethinking Dual-Domain Undersampled MRI reconstruction: domain-specific design from the perspective of the receptive field
by: Gao, Ziqi, et al.
Published: (2023)
by: Gao, Ziqi, et al.
Published: (2023)
Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention
by: Li, Zhenghong, et al.
Published: (2024)
by: Li, Zhenghong, et al.
Published: (2024)
Mitosis detection in domain shift scenarios: a Mamba-based approach
by: Percannella, Gennaro, et al.
Published: (2025)
by: Percannella, Gennaro, et al.
Published: (2025)
Self-Supervised MRI Reconstruction with Unrolled Diffusion Models
by: Korkmaz, Yilmaz, et al.
Published: (2023)
by: Korkmaz, Yilmaz, et al.
Published: (2023)
Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging
by: Dong, Jiahua, et al.
Published: (2024)
by: Dong, Jiahua, et al.
Published: (2024)
SWinMamba: Serpentine Window State Space Model for Vascular Segmentation
by: Zhao, Rongchang, et al.
Published: (2025)
by: Zhao, Rongchang, et al.
Published: (2025)
Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction
by: Nezhad, Valiyeh A., et al.
Published: (2025)
by: Nezhad, Valiyeh A., et al.
Published: (2025)
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion
by: Sanjid, Kazi Shahriar, et al.
Published: (2024)
by: Sanjid, Kazi Shahriar, et al.
Published: (2024)
Optimizing Universal Lesion Segmentation: State Space Model-Guided Hierarchical Networks with Feature Importance Adjustment
by: Sanjid, Kazi Shahriar, et al.
Published: (2024)
by: Sanjid, Kazi Shahriar, et al.
Published: (2024)
Similar Items
-
Boosting ViT-based MRI Reconstruction from the Perspectives of Frequency Modulation, Spatial Purification, and Scale Diversification
by: Meng, Yucong, et al.
Published: (2024) -
Continuous K-space Recovery Network with Image Guidance for Fast MRI Reconstruction
by: Meng, Yucong, et al.
Published: (2024) -
MambaRecon: MRI Reconstruction with Structured State Space Models
by: Korkmaz, Yilmaz, et al.
Published: (2024) -
Exploring CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation
by: Yang, Zhiwei, et al.
Published: (2025) -
HiFi-Mamba: Dual-Stream W-Laplacian Enhanced Mamba for High-Fidelity MRI Reconstruction
by: Chen, Hongli, et al.
Published: (2025)