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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: perez lopez r. 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.
Differentiating IDH-mutant astrocytomas and 1p19q-codeleted oligodendrogliomas using DSC-PWI: high performance through cerebral blood volume and percentage of signal recovery percentiles.
Pons-Escoda A, Garcia-Ruiz A, Naval-Baudin P, Martinez-Zalacain I, Castell J, Camins A, Vidal N, Bruna J, Cos M, Perez-Lopez R, Oleaga L, Warnert E, Smits M, Majos C. Pons-Escoda A, et al. Eur Radiol. 2024 Jan 29. doi: 10.1007/s00330-024-10611-z. Online ahead of print. Eur Radiol. 2024. PMID: 38282078
MR dynamic-susceptibility-contrast perfusion metrics in the presurgical discrimination of adult solitary intra-axial cerebellar tumors.
Pons-Escoda A, Garcia-Ruiz A, Garcia-Hidalgo C, Gil-Solsona R, Naval-Baudin P, Martin-Noguerol T, Fernandez-Coello A, Flores-Casaperalta S, Fernandez-Viñas M, Gago-Ferrero P, Oleaga L, Perez-Lopez R, Majos C. Pons-Escoda A, et al. Eur Radiol. 2023 Dec;33(12):9120-9129. doi: 10.1007/s00330-023-09892-7. Epub 2023 Jul 13. Eur Radiol. 2023. PMID: 37439938
A guide to artificial intelligence for cancer researchers.
Perez-Lopez R, Ghaffari Laleh N, Mahmood F, Kather JN. Perez-Lopez R, et al. Nat Rev Cancer. 2024 May 16. doi: 10.1038/s41568-024-00694-7. Online ahead of print. Nat Rev Cancer. 2024. PMID: 38755439 Review.
Erratum for: Identification of Precise 3D CT Radiomics for Habitat Computation by Machine Learning in Cancer.
Prior O, Macarro C, Navarro V, Monreal C, Ligero M, Garcia-Ruiz A, Serna G, Simonetti S, Braña I, Vieito M, Escobar M, Capdevila J, Byrne AT, Dienstmann R, Toledo R, Nuciforo P, Garralda E, Grussu F, Bernatowicz K, Perez-Lopez R. Prior O, et al. Among authors: perez lopez r. Radiol Artif Intell. 2024 May;6(3):e249001. doi: 10.1148/ryai.249001. Radiol Artif Intell. 2024. PMID: 38656233 No abstract available.
Tumor Size Is Not Everything: Advancing Radiomics as a Precision Medicine Biomarker in Oncology Drug Development and Clinical Care. A Report of a Multidisciplinary Workshop Coordinated by the RECIST Working Group.
Nakajima EC, Simpson A, Bogaerts J, de Vries EGE, Do R, Garalda E, Goldmacher G, Kinahan PE, Lambin P, LeStage B, Li Q, Lin F, Litière S, Perez-Lopez R, Petrick N, Schwartz L, Seymour L, Shankar L, Laurie SA. Nakajima EC, et al. Among authors: perez lopez r. JCO Precis Oncol. 2024 Apr;8:e2300687. doi: 10.1200/PO.23.00687. JCO Precis Oncol. 2024. PMID: 38635935
149 results