Alexei V Ouriadov
10PUBLICATIONS
5CO-AUTHORS
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Publications (10)
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|Mar 27, 2026
Benchmarking Hybrid CNN-Transformer Versus Pure Transformer Architectures for Accelerated Hyperpolarized 129Xe MRI Reconstruction.Ramtin Babaeipour, Matthew S Fox, Grace Parraga
|Oct 29, 2025
Comparative Analysis of Foundational, Advanced, and Traditional Deep Learning Models for Hyperpolarized Gas MRI Lung Segmentation: Robust Performance in Data-Constrained Scenarios.Ramtin Babaeipour, Matthew S Fox, Grace Parraga
|Aug 28, 2025
Robust Segmentation of Lung Proton and Hyperpolarized Gas MRI with Vision Transformers and CNNs: A Comparative Analysis of Performance Under Artificial Noise.Ramtin Babaeipour, Matthew S Fox, Grace Parraga
|Dec 23, 2023
Deep Learning Approaches for Quantifying Ventilation Defects in Hyperpolarized Gas Magnetic Resonance Imaging of the Lung: A Review.Ramtin Babaeipour, Alexei Ouriadov, Matthew S Fox
|May 16, 2023
Undersampled Diffusion-Weighted 129Xe MRI Morphometry of Airspace Enlargement: Feasibility in Chronic Obstructive Pulmonary Disease.Samuel Perron, David G McCormack, Grace Parraga
|Feb 11, 2023
Feasibility of Dynamic Inhaled Gas MRI-Based Measurements Using Acceleration Combined with the Stretched Exponential Model.Ramanpreet Sembhi, Tuneesh Ranota, Matthew Fox
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