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Author

J. Ruíz-Cabello

1 paper indexed here

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Open access Sep 2026

Biomarker-Aware Super-Resolution for 4D Flow MRI in a Synthetic Pulmonary-Artery Benchmark

Purpose To evaluate, within a synthetic pulmonary-artery benchmark, whether biomarker-aware super-resolution improves hemodynamic endpoint fidelity in 4D flow MRI. Methods A 3D residual channel attention network (RCAN) was trained on 22 CFD simulations from 11 pulmonary-artery geometries with 2× spatial degradation. Th...

Aitor Zubillaga-Unsain, Adrian Lluveras-Sires, C. Caballero-Gaudes et al. · 1 citation

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