Saved in:
| Main Authors: | Long, Ziyang, Li, Xinqi, Chen, Junzhou, Gao, Yifan, Li, Debiao, Yang, Hsin-Jung |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2605.29163 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Let Distortion Guide Restoration (DGR): A physics-informed learning framework for Prostate Diffusion MRI
by: Long, Ziyang, et al.
Published: (2026)
by: Long, Ziyang, et al.
Published: (2026)
Groupwise Registration with Physics-Informed Test-Time Adaptation on Multi-parametric Cardiac MRI
by: Li, Xinqi, et al.
Published: (2025)
by: Li, Xinqi, et al.
Published: (2025)
From Global Radiomics to Parametric Maps: A Unified Workflow Fusing Radiomics and Deep Learning for PDAC Detection
by: Deng, Zengtian, et al.
Published: (2026)
by: Deng, Zengtian, et al.
Published: (2026)
Reliable Evaluation of MRI Motion Correction: Dataset and Insights
by: Wang, Kun, et al.
Published: (2025)
by: Wang, Kun, et al.
Published: (2025)
Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation
by: Sheng, Jiaxi, et al.
Published: (2025)
by: Sheng, Jiaxi, et al.
Published: (2025)
MRI Recovery with Self-Calibrated Denoisers without Fully-Sampled Data
by: Shafique, Muhammad, et al.
Published: (2023)
by: Shafique, Muhammad, et al.
Published: (2023)
Sensitivity Decouple Learning for Image Compression Artifacts Reduction
by: Ma, Li, et al.
Published: (2024)
by: Ma, Li, et al.
Published: (2024)
Deep Learning for Gradient and BCG Artifacts Removal in EEG During Simultaneous fMRI
by: Shahriar, K. A., et al.
Published: (2025)
by: Shahriar, K. A., et al.
Published: (2025)
Toward Agentic AI: Task-Oriented Communication for Hierarchical Planning of Long-Horizon Tasks
by: Huang, Sin-Yu, et al.
Published: (2026)
by: Huang, Sin-Yu, et al.
Published: (2026)
DIMA: DIffusing Motion Artifacts for unsupervised correction in brain MRI images
by: Angella, Paolo, et al.
Published: (2025)
by: Angella, Paolo, et al.
Published: (2025)
Leveraging Deep Learning and Xception Architecture for High-Accuracy MRI Classification in Alzheimer Diagnosis
by: Li, Shaojie, et al.
Published: (2024)
by: Li, Shaojie, et al.
Published: (2024)
Bounding Global and Local Compression Error of Signal Parameterizations
by: Nguyen, Quang Luong Nhat, et al.
Published: (2026)
by: Nguyen, Quang Luong Nhat, et al.
Published: (2026)
R$^3$D: Regional-guided Residual Radar Diffusion
by: Li, Hao, et al.
Published: (2026)
by: Li, Hao, et al.
Published: (2026)
VCC-DSA: A Novel Vascular Consistency Constrained DSA Imaging Model for Motion Artifact Suppression
by: Ge, Rongjun, et al.
Published: (2026)
by: Ge, Rongjun, et al.
Published: (2026)
TRUST -- Transformer-Driven U-Net for Sparse Target Recovery
by: An, Di, et al.
Published: (2025)
by: An, Di, et al.
Published: (2025)
Evaluating the Quality of Brain MRI Generators
by: Wu, Jiaqi, et al.
Published: (2024)
by: Wu, Jiaqi, et al.
Published: (2024)
Unsupervised dMRI Artifact Detection via Angular Resolution Enhancement and Cycle Consistency Learning
by: Chen, Sheng, et al.
Published: (2024)
by: Chen, Sheng, et al.
Published: (2024)
Deformation-Aware Segmentation Network Robust to Motion Artifacts for Brain Tissue Segmentation using Disentanglement Learning
by: Jung, Sunyoung, et al.
Published: (2024)
by: Jung, Sunyoung, et al.
Published: (2024)
WeGA: Weakly-Supervised Global-Local Affinity Learning Framework for Lymph Node Metastasis Prediction in Rectal Cancer
by: Gao, Yifan, et al.
Published: (2025)
by: Gao, Yifan, et al.
Published: (2025)
Patient-Adaptive and Learned MRI Data Undersampling Using Neighborhood Clustering
by: Gautam, Siddhant, et al.
Published: (2023)
by: Gautam, Siddhant, et al.
Published: (2023)
Tractography with T1-weighted MRI and associated anatomical constraints on clinical quality diffusion MRI
by: Yu, Tian, et al.
Published: (2024)
by: Yu, Tian, et al.
Published: (2024)
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)
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)
Branch Learning in MRI: More Data, More Models, More Training
by: Li, Yuyang, et al.
Published: (2025)
by: Li, Yuyang, et al.
Published: (2025)
Fix your downsampling ASAP! Be natively more robust via Aliasing and Spectral Artifact free Pooling
by: Grabinski, Julia, et al.
Published: (2023)
by: Grabinski, Julia, et al.
Published: (2023)
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)
Anti-aliasing Algorithm Based on Three-dimensional Display Image
by: Liu, Ziyang, et al.
Published: (2025)
by: Liu, Ziyang, et al.
Published: (2025)
Toward Actionable Digital Twins for Radiation-Based Imaging and Therapy: Mathematical Formulation, Modular Workflow, and an OpenKBP-Based Dose-Surrogate Prototype
by: Huang, Hsin-Hsiung, et al.
Published: (2026)
by: Huang, Hsin-Hsiung, et al.
Published: (2026)
LaminoDiff: Artifact-Free Computed Laminography in Non-Destructive Testing via Diffusion Model
by: Liu, Tan, et al.
Published: (2026)
by: Liu, Tan, et al.
Published: (2026)
Pixel-weighted Multi-pose Fusion for Metal Artifact Reduction in X-ray Computed Tomography
by: Yang, Diyu, et al.
Published: (2024)
by: Yang, Diyu, et al.
Published: (2024)
Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers
by: Li, Kaiyan, et al.
Published: (2025)
by: Li, Kaiyan, et al.
Published: (2025)
Scan-Adaptive MRI Undersampling Using Neighbor-based Optimization (SUNO)
by: Gautam, Siddhant, et al.
Published: (2025)
by: Gautam, Siddhant, et al.
Published: (2025)
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)
Noisy MRI Reconstruction via MAP Estimation with an Implicit Deep-Denoiser Prior
by: Janjušević, Nikola, et al.
Published: (2025)
by: Janjušević, Nikola, et al.
Published: (2025)
A novel brain registration model combining structural and functional MRI information
by: Li, Baolong, et al.
Published: (2024)
by: Li, Baolong, et al.
Published: (2024)
Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction
by: Wang, Hong, et al.
Published: (2022)
by: Wang, Hong, et al.
Published: (2022)
Radiologist-in-the-Loop Self-Training for Generalizable CT Metal Artifact Reduction
by: Ma, Chenglong, et al.
Published: (2025)
by: Ma, Chenglong, et al.
Published: (2025)
Segment Any Cell: A SAM-based Auto-prompting Fine-tuning Framework for Nuclei Segmentation
by: Na, Saiyang, et al.
Published: (2024)
by: Na, Saiyang, et al.
Published: (2024)
Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model
by: Huang, Ziyang, et al.
Published: (2026)
by: Huang, Ziyang, et al.
Published: (2026)
Similar Items
-
Let Distortion Guide Restoration (DGR): A physics-informed learning framework for Prostate Diffusion MRI
by: Long, Ziyang, et al.
Published: (2026) -
Groupwise Registration with Physics-Informed Test-Time Adaptation on Multi-parametric Cardiac MRI
by: Li, Xinqi, et al.
Published: (2025) -
From Global Radiomics to Parametric Maps: A Unified Workflow Fusing Radiomics and Deep Learning for PDAC Detection
by: Deng, Zengtian, et al.
Published: (2026) -
Reliable Evaluation of MRI Motion Correction: Dataset and Insights
by: Wang, Kun, et al.
Published: (2025) -
Beyond Pixel Agreement: Large Language Models as Clinical Guardrails for Reliable Medical Image Segmentation
by: Sheng, Jiaxi, et al.
Published: (2025)