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An accessible deep learning tool for voxel-wise classification of brain malignancies from perfusion MRI.
Garcia-Ruiz A, Pons-Escoda A, Grussu F, Naval-Baudin P, Monreal-Aguero C, Hermann G, Karunamuni R, Ligero M, Lopez-Rueda A, Oleaga L, Berbís MÁ, Cabrera-Zubizarreta A, Martin-Noguerol T, Luna A, Seibert TM, Majos C, Perez-Lopez R. Garcia-Ruiz A, et al. Among authors: monreal aguero c. Cell Rep Med. 2024 Mar 19;5(3):101464. doi: 10.1016/j.xcrm.2024.101464. Epub 2024 Mar 11. Cell Rep Med. 2024. PMID: 38471504 Free PMC article.
Enhancing Tumor Microstructural Quantification With Machine Learning and Diffusion-Relaxation MRI.
Macarro C, Bernatowicz K, Garcia-Ruiz A, Serna G, Monreal-Agüero C, Simonetti S, Figini M, Corral JF, Garay V, Vidorreta M, García-Polo García P, Merino X, Mast R, Roson N, Vieito M, Escobar M, Alexander DC, Toledo R, Nuciforo P, Garralda E, Perez-Lopez R, Grussu F. Macarro C, et al. Among authors: monreal aguero c. J Magn Reson Imaging. 2025 Feb;61(2):1018-1021. doi: 10.1002/jmri.29484. Epub 2024 Jun 19. J Magn Reson Imaging. 2025. PMID: 38895928 Free PMC article. No abstract available.