Articles producció científicaEnginyeria Informàtica i Matemàtiques

Distribution of Microaneurysms and Hemorrhages in Accordance with the Grading of Diabetic Retinopathy in Type Diabetes Patients

  • Dades identificatives

    Identificador:  imarina:9385439
    Autors:  Romero-Aroca, Pedro; Garcia-Curto, Eugeni; Pascual-Fontanilles, Jordi; Valls, Aida; Moreno, Antonio; Baget-Bernaldiz, Marc
    Resum:
    (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.
  • Altres:

    Enllaç font original: https://www.mdpi.com/2075-4418/14/14/1547
    Referència 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
    Referència a l'article segons font original: Diagnostics. 14 (14): 1547-
    DOI de l'article: 10.3390/diagnostics14141547
    Any de publicació de la revista: 2024
    Entitat: Universitat Rovira i Virgili
    Versió de l'article dipositat: info:eu-repo/semantics/publishedVersion
    Data d'alta del registre: 2024-10-12
    Autor/s de la URV: Moreno Ribas, Antonio / Pascual Fontanilles, Jordi / Romero Aroca, Pedro / Valls Mateu, Aïda
    Departament: Enginyeria Informàtica i Matemàtiques
    URL Document de llicència: https://repositori.urv.cat/ca/proteccio-de-dades/
    Tipus de publicació: Journal Publications
    Autor segons l'article: Romero-Aroca, Pedro; Garcia-Curto, Eugeni; Pascual-Fontanilles, Jordi; Valls, Aida; Moreno, Antonio; Baget-Bernaldiz, Marc
    Accès a la llicència d'ús: https://creativecommons.org/licenses/by/3.0/es/
    Àrees temàtiques: Clinical biochemistry, Internal medicine, Medicine, general & internal
    Adreça de correu electrònic de l'autor: aida.valls@urv.cat, pedro.romero@urv.cat, antonio.moreno@urv.cat, jordi.pascual@urv.cat, jordi.pascual@urv.cat
  • Paraules clau:

    Artificial intelligenc
    Artificial intelligence
    Artificial-intelligence
    Diabetic retinopathy
    Microaneurysms
    Progression
    Retinal hemorrhages
    Severe diabetic retinopathy
    Turnove
    Validation
    Clinical Biochemistry
    Medicine
    General & Internal
    Internal medicine
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