Cover Image

MRI-Eval: A Tiered Benchmark for Evaluating LLM Performance on MRI Physics and GE Scanner Operations Knowledge

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Radau, Perry E.
Format:	Preprint
Published:	2026
Subjects:	Image and Video Processing Computation and Language Medical Physics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Portable Brain MRI Scanner for Underserved Settings and Point-Of-Care Imaging
by: Cooley, Clarissa Z., et al.
Published: (2020)

FlowMRI-Net: A Generalizable Self-Supervised 4D Flow MRI Reconstruction network
by: Jacobs, Luuk, et al.
Published: (2024)

Low-Cost and Detunable Wireless Resonator Glasses for Enhanced Eye MRI with Concurrent High-Quality Whole Brain MRI
by: Lu, Ming, et al.
Published: (2025)

Combined Diffusion-Relaxation MRI to Assess Muscle Microstructure and Composition
by: Figini, Matteo, et al.
Published: (2026)

CATNUS: Coordinate-Aware Thalamic Nuclei Segmentation Using T1-Weighted MRI
by: Feng, Anqi, et al.
Published: (2025)

Image denoising and model-independent parameterization for improving IVIM MRI
by: Sample, Caleb, et al.
Published: (2024)

Bayesian Insights into Exchange and Restriction in Gray Matter Diffusion MRI
by: Jallais, Maëliss, et al.
Published: (2025)

Scan-specific Self-supervised Bayesian Deep Non-linear Inversion for Undersampled MRI Reconstruction
by: Leynes, Andrew P., et al.
Published: (2022)

Self-Supervised Learning for Improved Calibrationless Radial MRI with NLINV-Net
by: Blumenthal, Moritz, et al.
Published: (2024)

Resolving quantitative MRI model degeneracy in self-supervised machine learning
by: Minore, Giulio V., et al.
Published: (2025)

VAST: Vascular Flow Analysis and Segmentation for Intracranial 4D Flow MRI
by: Singh, Abhishek, et al.
Published: (2026)

Contrast-Optimized Basis Functions for Self-Navigated Motion Correction in Quantitative MRI
by: Marchetto, Elisa, et al.
Published: (2024)

ADOBI: Adaptive Diffusion Bridge For Blind Inverse Problems with Application to MRI Reconstruction
by: Hu, Yuyang, et al.
Published: (2024)

Time-Resolved Reconstruction of Motion, Force, and Stiffness using Spectro-Dynamic MRI
by: van Riel, Max H. C., et al.
Published: (2023)

Let Distortion Guide Restoration (DGR): A physics-informed learning framework for Prostate Diffusion MRI
by: Long, Ziyang, et al.
Published: (2026)

Accelerating Quantitative MRI using Subspace Multiscale Energy Model (SS-MuSE)
by: Chen, Yan, et al.
Published: (2025)

Detecting Early Kidney Allograft Fibrosis with Multi-b-value Spectral Diffusion MRI
by: Liu, Mira M., et al.
Published: (2025)

Is fitting error a reliable metric for assessing deformable motion correction in quantitative MRI?
by: Wang, Fanwen, et al.
Published: (2025)

Image Reconstruction with B0 Inhomogeneity using an Interpretable Deep Unrolled Network on an Open-bore MRI-Linac
by: Shan, Shanshan, et al.
Published: (2024)

Evaluating structural uncertainty in accelerated MRI: are voxelwise measures useful surrogates?
by: Trautmann, Luca L. C., et al.
Published: (2025)

Multisession Longitudinal Dynamic MRI Incorporating Patient-Specific Prior Image Information Across Time
by: Chen, Jingjia, et al.
Published: (2025)

Geometry of the cumulant series in diffusion MRI
by: Coelho, Santiago, et al.
Published: (2024)

Design of 3D Non-Cartesian Trajectories for Fast Volumetric MRI via Analytic Coordinate Discretization
by: Jang, Kwang Eun, et al.
Published: (2025)

Spatially Regularized Super-Resolved Constrained Spherical Deconvolution (SR$^2$-CSD) of Diffusion MRI Data
by: Taskin, Ekin, et al.
Published: (2024)

Advancing low-field MRI with a universal denoising imaging transformer: Towards fast and high-quality imaging
by: Zhu, Zheren, et al.
Published: (2024)

Self-navigated 3D diffusion MRI using an optimized CAIPI sampling and structured low-rank reconstruction
by: Li, Ziyu, et al.
Published: (2024)

Physics informed guided diffusion for accelerated multi-parametric MRI reconstruction
by: Mayo, Perla, et al.
Published: (2025)

MR-Compass: Inertial Navigation-Driven Motion Correction for Brain MRI
by: Arslan, Musa Tunc, et al.
Published: (2026)

Smooth Total variation Regularization for Interference Detection and Elimination (STRIDE) for MRI
by: Mertens, Alexander, et al.
Published: (2025)

Timing is everything: How subtle timing changes in MRI echo planar imaging can significantly alter mechanical vibrations and sound level
by: Seginer, Amir, et al.
Published: (2025)

Validation of Fully-Automated Deep Learning-Based Fibroglandular Tissue Segmentation for Efficient and Reliable Quantitation of Background Parenchymal Enhancement in Breast MRI
by: Kuo, Yu-Tzu, et al.
Published: (2025)

Imaging Transformer for MRI Denoising: a Scalable Model Architecture that enables SNR << 1 Imaging
by: Xue, Hui, et al.
Published: (2025)

MRI Image Generation Based on Text Prompts
by: Fan, Xinxian, et al.
Published: (2025)

Real-time cardiac cine MRI -- A comparison of a diffusion probabilistic model with alternative state-of-the-art image reconstruction techniques for undersampled spiral acquisitions
by: Schad, Oliver, et al.
Published: (2024)

DarkSPARC: Dark-Blood Spectral Self-Calibrated Reconstruction of 3D Left Atrial LGE MRI for Post-Ablation Scar Imaging
by: Elbaz, Mohammed S. M.
Published: (2025)

MRI lung lobe segmentation in pediatric cystic fibrosis patients using a recurrent neural network trained with publicly accessible CT datasets
by: Pusterla, Orso, et al.
Published: (2021)

Diff5T: Benchmarking Human Brain Diffusion MRI with an Extensive 5.0 Tesla K-Space and Spatial Dataset
by: Wang, Shanshan, et al.
Published: (2024)

Artificial Intelligence for Neuro MRI Acquisition: A Review
by: Yang, Hongjia, et al.
Published: (2024)

The Role of High-Performance GPU Resources in Large Language Model Based Radiology Imaging Diagnosis
by: Kao, Jyun-Ping
Published: (2025)

Generative Modeling of Complex-Valued Brain MRI Data
by: Schlimbach, Marco, et al.
Published: (2026)