Learning Modality-Aware Representations: Adaptive Group-wise Interaction Network for Multimodal MRI Synthesis
Fuente:
arXiv
Saved in:
| Main Authors: | Song, Tao, Wu, Yicheng, Hu, Minhao, Luo, Xiangde, Wei, Linda, Wang, Guotai, Guo, Yi, Xu, Feng, Zhang, Shaoting |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Self-Consistent Nested Diffusion Bridge for Accelerated MRI Reconstruction
by: Song, Tao, et al.
Published: (2024)
by: Song, Tao, et al.
Published: (2024)
Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases
by: Luo, Xiangde, et al.
Published: (2024)
by: Luo, Xiangde, et al.
Published: (2024)
Structure-Aware Adaptive Kernel MPPCA Denoising for Diffusion MRI
by: Singhal, Ananya, et al.
Published: (2025)
by: Singhal, Ananya, et al.
Published: (2025)
MoRE: A Mixture-of-Experts-Based Task-Adaptive End-to-End Network for Multimodal MRI Reconstruction
by: Li, Yuyang, et al.
Published: (2026)
by: Li, Yuyang, et al.
Published: (2026)
Fast Low Rank column-wise Compressive Sensing for Accelerated Dynamic MRI
by: Babu, Silpa, et al.
Published: (2022)
by: Babu, Silpa, et al.
Published: (2022)
Fast Low Rank column-wise Compressive Sensing for Accelerated Dynamic MRI
by: Babu, Silpa, et al.
Published: (2022)
by: Babu, Silpa, et al.
Published: (2022)
An Adaptive, Disentangled Representation for Multidimensional MRI Reconstruction
by: Zhao, Ruiyang, et al.
Published: (2025)
by: Zhao, Ruiyang, et al.
Published: (2025)
Implicit Neural Representation-Based MRI Reconstruction Method with Sensitivity Map Constraints
by: Rao, Lixuan, et al.
Published: (2025)
by: Rao, Lixuan, et al.
Published: (2025)
GLFC: Unified Global-Local Feature and Contrast Learning with Mamba-Enhanced UNet for Synthetic CT Generation from CBCT
by: Zhou, Xianhao, et al.
Published: (2025)
by: Zhou, Xianhao, et al.
Published: (2025)
S2LIC: Learned Image Compression with the SwinV2 Block, Adaptive Channel-wise and Global-inter Attention Context
by: Wang, Yongqiang, et al.
Published: (2024)
by: Wang, Yongqiang, et al.
Published: (2024)
Learned Primal Dual Splitting for Self-Supervised Noise-Adaptive MRI Reconstruction
by: Janjusevic, Nikola, et al.
Published: (2025)
by: Janjusevic, Nikola, et al.
Published: (2025)
RATNUS: Rapid, Automatic Thalamic Nuclei Segmentation using Multimodal MRI inputs
by: Feng, Anqi, et al.
Published: (2024)
by: Feng, Anqi, et al.
Published: (2024)
Spatial-Angular Representation Learning for High-Fidelity Continuous Super-Resolution in Diffusion MRI
by: Wu, Ruoyou, et al.
Published: (2025)
by: Wu, Ruoyou, et al.
Published: (2025)
DeReStainer: H&E to IHC Pathological Image Translation via Decoupled Staining Channels
by: Wei, Linda, et al.
Published: (2024)
by: Wei, Linda, et al.
Published: (2024)
Self-Supervised Noise Adaptive MRI Denoising via Repetition to Repetition (Rep2Rep) Learning
by: Janjušević, Nikola, et al.
Published: (2025)
by: Janjušević, Nikola, et al.
Published: (2025)
Head and Neck Tumor Segmentation of MRI from Pre- and Mid-radiotherapy with Pre-training, Data Augmentation and Dual Flow UNet
by: Wang, Litingyu, et al.
Published: (2024)
by: Wang, Litingyu, et al.
Published: (2024)
GroupCDL: Interpretable Denoising and Compressed Sensing MRI via Learned Group-Sparsity and Circulant Attention
by: Janjusevic, Nikola, et al.
Published: (2024)
by: Janjusevic, Nikola, et al.
Published: (2024)
Guiding Quantitative MRI Reconstruction with Phase-wise Uncertainty
by: Sun, Haozhong, et al.
Published: (2025)
by: Sun, Haozhong, et al.
Published: (2025)
CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-assisted Implicit Neural Representation Learning
by: Wu, Ruoyou, et al.
Published: (2024)
by: Wu, Ruoyou, et al.
Published: (2024)
Three-Dimensional MRI Reconstruction with Gaussian Representations: Tackling the Undersampling Problem
by: Peng, Tengya, et al.
Published: (2025)
by: Peng, Tengya, et al.
Published: (2025)
Interactive Gadolinium-Free MRI Synthesis: A Transformer with Localization Prompt Learning
by: Li, Linhao, et al.
Published: (2025)
by: Li, Linhao, et al.
Published: (2025)
Enhancing Cross-Modality Synthesis: Subvolume Merging for MRI-to-CT Conversion
by: Fan, Fuxin, et al.
Published: (2024)
by: Fan, Fuxin, et al.
Published: (2024)
Patient-Adaptive and Learned MRI Data Undersampling Using Neighborhood Clustering
by: Gautam, Siddhant, et al.
Published: (2023)
by: Gautam, Siddhant, et al.
Published: (2023)
Scan-Adaptive MRI Undersampling Using Neighbor-based Optimization (SUNO)
by: Gautam, Siddhant, et al.
Published: (2025)
by: Gautam, Siddhant, et al.
Published: (2025)
A Multi-Grid Implicit Neural Representation for Multi-View Videos
by: Ling, Qingyue, et al.
Published: (2025)
by: Ling, Qingyue, et al.
Published: (2025)
Segmentation of Brain Metastases in MRI: A Two-Stage Deep Learning Approach with Modality Impact Study
by: Sadegheih, Yousef, et al.
Published: (2024)
by: Sadegheih, Yousef, et al.
Published: (2024)
PASTA: Pathology-Aware MRI to PET Cross-Modal Translation with Diffusion Models
by: Li, Yitong, et al.
Published: (2024)
by: Li, Yitong, et al.
Published: (2024)
Learning Scan-Adaptive MRI Undersampling Patterns with Pre-Optimized Mask Supervision
by: Dhar, Aryan, et al.
Published: (2025)
by: Dhar, Aryan, et al.
Published: (2025)
SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning
by: Mai, Weijian, et al.
Published: (2025)
by: Mai, Weijian, et al.
Published: (2025)
Physics-Informed Latent Diffusion for Multimodal Brain MRI Synthesis
by: Lüpke, Sven, et al.
Published: (2024)
by: Lüpke, Sven, et al.
Published: (2024)
ADOBI: Adaptive Diffusion Bridge For Blind Inverse Problems with Application to MRI Reconstruction
by: Hu, Yuyang, et al.
Published: (2024)
by: Hu, Yuyang, et al.
Published: (2024)
QSMnet-INR: Single-Orientation Quantitative Susceptibility Mapping via Implicit Neural Representation in k-Space
by: Cai, Xuan, et al.
Published: (2025)
by: Cai, Xuan, et al.
Published: (2025)
Sampling-Pattern-Agnostic MRI Reconstruction through Adaptive Consistency Enforcement with Diffusion Model
by: Malyala, Anurag, et al.
Published: (2024)
by: Malyala, Anurag, et al.
Published: (2024)
Scan-Adaptive Dynamic MRI Undersampling Using a Dictionary of Efficiently Learned Patterns
by: Gautam, Siddhant, et al.
Published: (2026)
by: Gautam, Siddhant, et al.
Published: (2026)
DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5D Diffusion Model
by: Hu, Yuyang, et al.
Published: (2023)
by: Hu, Yuyang, et al.
Published: (2023)
Unified Multi-Modal Image Synthesis for Missing Modality Imputation
by: Zhang, Yue, et al.
Published: (2023)
by: Zhang, Yue, et al.
Published: (2023)
Interactive Segmentation and Report Generation for CT Images
by: Gu, Yannian, et al.
Published: (2025)
by: Gu, Yannian, et al.
Published: (2025)
UPMRI: Unsupervised Parallel MRI Reconstruction via Projected Conditional Flow Matching
by: Luo, Xinzhe, et al.
Published: (2025)
by: Luo, Xinzhe, et al.
Published: (2025)
Unsupervised Accelerated MRI Reconstruction via Ground-Truth-Free Flow Matching
by: Luo, Xinzhe, et al.
Published: (2025)
by: Luo, Xinzhe, et al.
Published: (2025)
M2Diff: Multi-Modality Multi-Task Enhanced Diffusion Model for MRI-Guided Low-Dose PET Enhancement
by: Yar, Ghulam Nabi Ahmad Hassan, et al.
Published: (2026)
by: Yar, Ghulam Nabi Ahmad Hassan, et al.
Published: (2026)
Similar Items
-
Self-Consistent Nested Diffusion Bridge for Accelerated MRI Reconstruction
by: Song, Tao, et al.
Published: (2024) -
Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging cases
by: Luo, Xiangde, et al.
Published: (2024) -
Structure-Aware Adaptive Kernel MPPCA Denoising for Diffusion MRI
by: Singhal, Ananya, et al.
Published: (2025) -
MoRE: A Mixture-of-Experts-Based Task-Adaptive End-to-End Network for Multimodal MRI Reconstruction
by: Li, Yuyang, et al.
Published: (2026) -
Fast Low Rank column-wise Compressive Sensing for Accelerated Dynamic MRI
by: Babu, Silpa, et al.
Published: (2022)