Ramtin Babaeipour

4PUBLICATIONS
3CO-AUTHORS
Pattern recognitionSensory processes, perception and performanceAdversarial machine learningDeep learning
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Publications (4)

|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

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Frequent Collaborators

4 joint publications

Alexei Ouriadov

3 joint publications

Matthew S Fox

1 joint publications

Grace Parraga