LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation
Fuente:
arXiv
Saved in:
| Main Authors: | Diakite, Alou, Li, Cheng, Xie, Lei, Feng, Yuanjing, Han, Hua, Wang, Shanshan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Modality Exchange Network for Retinogeniculate Visual Pathway Segmentation
by: Han, Hua, et al.
Published: (2024)
by: Han, Hua, et al.
Published: (2024)
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning
by: Wang, Shanshan, et al.
Published: (2024)
by: Wang, Shanshan, et al.
Published: (2024)
Tractography-Guided Dual-Label Collaborative Learning for Multi-Modal Cranial Nerves Parcellation
by: Xie, Lei, et al.
Published: (2025)
by: Xie, Lei, et al.
Published: (2025)
Automating Vessel Segmentation in the Heart and Brain: A Trend to Develop Multi-Modality and Label-Efficient Deep Learning Techniques
by: Elsayed, Nazik, et al.
Published: (2024)
by: Elsayed, Nazik, 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)
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)
GUSL: A Novel and Efficient Machine Learning Model for Prostate Segmentation on MRI
by: Yang, Jiaxin, et al.
Published: (2025)
by: Yang, Jiaxin, et al.
Published: (2025)
Hyperspectral image reconstruction by deep learning with super-Rayleigh speckles
by: Chen, Ziyan, et al.
Published: (2025)
by: Chen, Ziyan, 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)
Modeling the Label Distributions for Weakly-Supervised Semantic Segmentation
by: Wu, Linshan, et al.
Published: (2024)
by: Wu, Linshan, et al.
Published: (2024)
Automated classification of multi-parametric body MRI series
by: Kim, Boah, et al.
Published: (2024)
by: Kim, Boah, et al.
Published: (2024)
Highly Undersampled MRI Reconstruction via a Single Posterior Sampling of Diffusion Models
by: Liu, Jin, et al.
Published: (2025)
by: Liu, Jin, et al.
Published: (2025)
A multi-dynamic low-rank deep image prior (ML-DIP) for 3D real-time cardiovascular MRI
by: Chen, Chong, et al.
Published: (2025)
by: Chen, Chong, et al.
Published: (2025)
Oral squamous cell detection using deep learning
by: Sharma, Samrat Kumar Dev
Published: (2024)
by: Sharma, Samrat Kumar Dev
Published: (2024)
Keep the Core: Adversarial Priors for Significance-Preserving Brain MRI Segmentation
by: Zhang, Feifei, et al.
Published: (2025)
by: Zhang, Feifei, et al.
Published: (2025)
Brain MRI detection by Sematic Segmentation models- Transfer Learning approach
by: Vajiram, Jayanthi, et al.
Published: (2024)
by: Vajiram, Jayanthi, et al.
Published: (2024)
Edge-guided and Cross-scale Feature Fusion Network for Efficient Multi-contrast MRI Super-Resolution
by: Yang, Zhiyuan, et al.
Published: (2024)
by: Yang, Zhiyuan, et al.
Published: (2024)
An Arbitrary-Modal Fusion Network for Volumetric Cranial Nerves Tract Segmentation
by: Xie, Lei, et al.
Published: (2025)
by: Xie, Lei, et al.
Published: (2025)
Using Diffusion Models to Generate Synthetic Labelled Data for Medical Image Segmentation
by: Saragih, Daniel, et al.
Published: (2023)
by: Saragih, Daniel, et al.
Published: (2023)
Quality assessment of brain structural MR images: Comparing generalization of deep learning versus hand-crafted feature-based machine learning methods to new sites
by: Kaur, Prabhjot, et al.
Published: (2026)
by: Kaur, Prabhjot, et al.
Published: (2026)
INR meets Multi-Contrast MRI Reconstruction
by: Niessen, Natascha, et al.
Published: (2025)
by: Niessen, Natascha, et al.
Published: (2025)
Adversarial Deep Learning for Simultaneous Segmentation of Ventricular and White Matter Hyperintensities in Clinical MRI
by: Bawil, Mahdi Bashiri, et al.
Published: (2025)
by: Bawil, Mahdi Bashiri, et al.
Published: (2025)
Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputs
by: Gösche, Erik, et al.
Published: (2024)
by: Gösche, Erik, et al.
Published: (2024)
D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction
by: Zhang, Lipei, et al.
Published: (2025)
by: Zhang, Lipei, et al.
Published: (2025)
MIMOSA: Multi-parametric Imaging using Multiple-echoes with Optimized Simultaneous Acquisition for highly-efficient quantitative MRI
by: Chen, Yuting, et al.
Published: (2025)
by: Chen, Yuting, et al.
Published: (2025)
Efficient onboard multi-task AI architecture based on self-supervised learning
by: Inzerillo, Gabriele, et al.
Published: (2024)
by: Inzerillo, Gabriele, et al.
Published: (2024)
Surface Coil Intensity Correction for MRI
by: Lei, Xuan, et al.
Published: (2023)
by: Lei, Xuan, et al.
Published: (2023)
High-resolution single-pixel imaging in real time with iterative or deep learning-based reconstruction enhancement
by: Pastuszczak, Anna, et al.
Published: (2025)
by: Pastuszczak, Anna, et al.
Published: (2025)
Optimizing Federated Learning Configurations for MRI Prostate Segmentation and Cancer Detection: A Simulation Study
by: Moradi, Ashkan, et al.
Published: (2025)
by: Moradi, Ashkan, et al.
Published: (2025)
LSKSANet: A Novel Architecture for Remote Sensing Image Semantic Segmentation Leveraging Large Selective Kernel and Sparse Attention Mechanism
by: Fu, Miao, et al.
Published: (2024)
by: Fu, Miao, et al.
Published: (2024)
When Mamba Meets xLSTM: An Efficient and Precise Method with the xLSTM-VMUNet Model for Skin lesion Segmentation
by: Fang, Zhuoyi, et al.
Published: (2024)
by: Fang, Zhuoyi, et al.
Published: (2024)
Bundle-specific Tractogram Distribution Estimation Using Higher-order Streamline Differential Equation
by: Feng, Yuanjing, et al.
Published: (2023)
by: Feng, Yuanjing, et al.
Published: (2023)
Equitable non-contact infrared thermography after solar loading using deep learning
by: Zhao, Ellin Q., et al.
Published: (2023)
by: Zhao, Ellin Q., et al.
Published: (2023)
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)
Task-oriented Uncertainty Collaborative Learning for Label-Efficient Brain Tumor Segmentation
by: Zhang, Zhenxuan, et al.
Published: (2025)
by: Zhang, Zhenxuan, et al.
Published: (2025)
Segmenting infant brains across magnetic fields: Domain randomization and annotation curation in ultra-low field MRI
by: Zalevskyi, Vladyslav, et al.
Published: (2025)
by: Zalevskyi, Vladyslav, et al.
Published: (2025)
Groupwise Image Registration with Edge-Based Loss for Low-SNR Cardiac MRI
by: Lei, Xuan, et al.
Published: (2024)
by: Lei, Xuan, et al.
Published: (2024)
Unsupervised patch-based dynamic MRI reconstruction using learnable tensor function with implicit neural representation
by: Liu, Yuanyuan, et al.
Published: (2025)
by: Liu, Yuanyuan, et al.
Published: (2025)
Microwave lymphedema assessment using deep learning with contour assisted backprojection
by: Chang, Yuyi, et al.
Published: (2024)
by: Chang, Yuyi, 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)
Similar Items
-
Modality Exchange Network for Retinogeniculate Visual Pathway Segmentation
by: Han, Hua, et al.
Published: (2024) -
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning
by: Wang, Shanshan, et al.
Published: (2024) -
Tractography-Guided Dual-Label Collaborative Learning for Multi-Modal Cranial Nerves Parcellation
by: Xie, Lei, et al.
Published: (2025) -
Automating Vessel Segmentation in the Heart and Brain: A Trend to Develop Multi-Modality and Label-Efficient Deep Learning Techniques
by: Elsayed, Nazik, et al.
Published: (2024) -
Spatial-Angular Representation Learning for High-Fidelity Continuous Super-Resolution in Diffusion MRI
by: Wu, Ruoyou, et al.
Published: (2025)