magnetic resonance imaging

Adaptive Anisotropic Gaussian Splatting for Multi-contrast MRI Arbitrary-Scale Super-Resolution with Anatomy Guidance CVPR 2026 A Pseudo-Label Optimization Method Based on Polar Coordinate Modeling and Prior Constraints AAAI 2026 Benchmarking the Reproducibility of Brain Tissue Segmentation Across MRI Scanners MIDL 2026 Bootstrapped Physically-Primed Neural Networks for Robust T2 Distribution Estimation in Low-SNR Pancreatic MRI MIDL 2026 Breaking the Continuum: Discrete Distribution Learning for Structural MRI Reconstruction CVPR 2026 CD-DPE: Dual-Prompt Expert Network Based on Convolutional Dictionary Feature Decoupling for Multi-Contrast MRI Super-Resolution AAAI 2026 Conditional Learned Reconstruction for Medical Imaging MIDL 2026 CrossPan: A Comprehensive Benchmark for Cross-Sequence Pancreas MRI Segmentation and Generalization MIDL 2026 CROWn: A Unified Framework for Anti-Aliased Downsampling and Phase-Calibrated Fusion in 3D Medical Segmentation CVPR 2026 Deep Learning for Liver Disease Stratification: Findings from UKBB MRI MIDL 2026 Diffusion with a Linguistic Compass: Steering the Generation of Clinically Plausible Future sMRI Representations for Early MCI Conversion Prediction CVPR 2026 DIST-CLIP: Arbitrary Metadata and Image Guided MRI Harmonization via Disentangled Anatomy-Contrast Representations MIDL 2026 Efficient Unrolled Networks for Large-Scale 3D Inverse Problems CVPR 2026 Generating Post-Acetazolamide Cerebral Blood Flow MRI for High-Risk Stroke Patients MIDL 2026 GeoHSAF: Geometric Hippocampus Shape Analysis Framework for Longitudinal Alzheimer's Disease Classification WACV 2026 Learning Latent Imaging Biomarkers for Interpretable Microvascular Invasion Prediction in Hepatocellular Carcinoma AAAI 2026 Masked-Diffusion Autoencoders for 3D Medical Vision Representation Learning CVPR 2026 MGMT Promoter Methylation Prediction in Glioblastoma Using 3D CNNs with Advanced MRI Sequences MIDL 2026 MRI Contrast Enhancement Kinetics World Model CVPR 2026 Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism ACL 2026 PnP-CM: Consistency Models as Plug-and-Play Priors for Inverse Problems CVPR 2026 Prospective Dynamic 3D MRI Reconstruction via Latent-Space Motion Tracking from Single Measurement CVPR 2026 RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering MIDL 2026 Sparse Subspace Diffusion Model for Physically Consistent Accelerated MRI Reconstruction MIDL 2026 UM–ProtoShare: UNet-Guided, Multi-scale Shared Prototypes for Interpretable Brain Tumour Classification Using Multi-sequence 3D MRI MIDL 2026