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Machine Learning Prediction of Cardiovascular Risk in Type 1 Diabetes Mellitus Using Radiomic Features from Multimodal Retinal Images.
Tohà-Dalmau A, Rosinés-Fonoll J, Romero E, Mazzanti F, Martin-Pinardel R, Marias-Perez S, Bernal-Morales C, Castro-Dominguez R, Mendez A, Ortega E, Vinagre I, Gimenez M, Vellido A, Zarranz-Ventura J. Tohà-Dalmau A, et al. Ophthalmol Sci. 2025 Jul 4;5(6):100874. doi: 10.1016/j.xops.2025.100874. eCollection 2025 Nov-Dec. Ophthalmol Sci. 2025. PMID: 40893617 Free PMC article.
Evaluation of microvascular changes in the perifoveal vascular network using optical coherence tomography angiography (OCTA) in type I diabetes mellitus: a large scale prospective trial.
Zarranz-Ventura J, Barraso M, Alé-Chilet A, Hernandez T, Oliva C, Gascón J, Sala-Puigdollers A, Figueras-Roca M, Vinagre I, Ortega E, Esmatjes E, Adan A. Zarranz-Ventura J, et al. BMC Med Imaging. 2019 Nov 21;19(1):91. doi: 10.1186/s12880-019-0391-8. BMC Med Imaging. 2019. PMID: 31752726 Free PMC article. Clinical Trial.
Radiomics-Based Assessment of OCT Angiography Images for Diabetic Retinopathy Diagnosis.
Carrera-Escalé L, Benali A, Rathert AC, Martín-Pinardel R, Bernal-Morales C, Alé-Chilet A, Barraso M, Marín-Martinez S, Feu-Basilio S, Rosinés-Fonoll J, Hernandez T, Vilá I, Castro-Dominguez R, Oliva C, Vinagre I, Ortega E, Gimenez M, Vellido A, Romero E, Zarranz-Ventura J. Carrera-Escalé L, et al. Ophthalmol Sci. 2022 Nov 21;3(2):100259. doi: 10.1016/j.xops.2022.100259. eCollection 2023 Jun. Ophthalmol Sci. 2022. PMID: 36578904 Free PMC article.