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Journal of Biomedical Informatics|April 12, 2026
AI-assisted protocol information extraction for improved accuracy and efficiency in clinical trial workflowsRamtin Babaeipour, François Charest, Madison WrightBioengineering (Basel, Switzerland)|December 23, 2023
Deep Learning Approaches for Quantifying Ventilation Defects in Hyperpolarized Gas Magnetic Resonance Imaging of the Lung: A ReviewRamtin Babaeipour, Alexei Ouriadov, Matthew S FoxBioengineering (Basel, Switzerland)|August 28, 2025
Robust Segmentation of Lung Proton and Hyperpolarized Gas MRI with Vision Transformers and CNNs: A Comparative Analysis of Performance Under Artificial NoiseRamtin Babaeipour, Matthew S Fox, Grace Parraga, et al.Bioengineering (Basel, Switzerland)|October 29, 2025
Comparative Analysis of Foundational, Advanced, and Traditional Deep Learning Models for Hyperpolarized Gas MRI Lung Segmentation: Robust Performance in Data-Constrained ScenariosRamtin Babaeipour, Matthew S Fox, Grace Parraga, et al.Journal of Magnetic Resonance Imaging : JMRI|March 27, 2026
Benchmarking Hybrid CNN-Transformer Versus Pure Transformer Architectures for Accelerated Hyperpolarized 129Xe MRI ReconstructionRamtin Babaeipour, Matthew S Fox, Grace Parraga, et al.Pageof 1