Autor según el artículo: Romero-Aroca, Pedro; Garcia-Curto, Eugeni; Pascual-Fontanilles, Jordi; Valls, Aida; Moreno, Antonio; Baget-Bernaldiz, Marc
Departamento: Enginyeria Informàtica i Matemàtiques
Autor/es de la URV: Moreno Ribas, Antonio / Pascual Fontanilles, Jordi / Romero Aroca, Pedro / Valls Mateu, Aïda
Palabras clave: Artificial intelligenc Artificial intelligence Artificial-intelligence Diabetic retinopathy Microaneurysms Progression Retinal hemorrhages Severe diabetic retinopathy Turnove Validation
Resumen: (1) Underlying Diabetic Retinopathy (DR) is the primary cause of poor vision in young adults. There are automatic image reading systems that can aid screening for DR. (2) Methods: Using our automatic reading system we have counted the number of microaneurysms and hemorrhages in the four quadrants of the ETDRS grid and evaluated the differences between them according to the type of DR. The study was carried out using data from two different databases, MESSIDOR and MIRADATASET. (3) Results: The majority of microaneurysms and hemorrhages are found in the temporal and inferior quadrants of the ETDRS grid. Differences are significant with respect to the other two quadrants at p < 0.001. Differences between the type of DR show that severe-DR has a greater number of microaneurysms and hemorrhages in the temporal and inferior quadrant, being significant at p < 0.001. (4) Conclusions: The count of microaneurysms and hemorrhages is higher in the temporal and inferior quadrants in all types of DR, and those differences are more important in the case of severe-DR.
Áreas temáticas: Clinical biochemistry Internal medicine Medicine, general & internal
Acceso a la licencia de uso: https://creativecommons.org/licenses/by/3.0/es/
Direcció de correo del autor: aida.valls@urv.cat pedro.romero@urv.cat antonio.moreno@urv.cat jordi.pascual@urv.cat jordi.pascual@urv.cat
Identificador del autor: 0000-0003-3616-7809 0000-0002-7061-8987 0000-0003-3945-2314 0000-0002-7528-5819 0000-0002-7528-5819
Fecha de alta del registro: 2024-10-12
Versión del articulo depositado: info:eu-repo/semantics/publishedVersion
Enlace a la fuente original: https://www.mdpi.com/2075-4418/14/14/1547
Referencia al articulo segun fuente origial: Diagnostics. 14 (14): 1547-
Referencia de l'ítem segons les normes APA: Romero-Aroca, Pedro; Garcia-Curto, Eugeni; Pascual-Fontanilles, Jordi; Valls, Aida; Moreno, Antonio; Baget-Bernaldiz, Marc (2024). Distribution of Microaneurysms and Hemorrhages in Accordance with the Grading of Diabetic Retinopathy in Type Diabetes Patients. Diagnostics, 14(14), 1547-. DOI: 10.3390/diagnostics14141547
URL Documento de licencia: https://repositori.urv.cat/ca/proteccio-de-dades/
DOI del artículo: 10.3390/diagnostics14141547
Entidad: Universitat Rovira i Virgili
Año de publicación de la revista: 2024
Tipo de publicación: Journal Publications
Repositori URV