Articles producció científicaEnginyeria Informàtica i Matemàtiques

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

  • Identification data

    Identifier:  imarina:9385439
    Authors:  Romero-Aroca, P; Garcia-Curto, E; Pascual-Fontanilles, J; Valls, A; Moreno, A; Baget-Bernaldiz, M
    Abstract:
    (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.
  • Others:

    Link to the original source: https://www.mdpi.com/2075-4418/14/14/1547
    APA: Romero-Aroca, P; Garcia-Curto, E; Pascual-Fontanilles, J; Valls, A; Moreno, A; Baget-Bernaldiz, M (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
    Paper original source: Diagnostics. 14 (14): 1547-
    Article's DOI: 10.3390/diagnostics14141547
    Journal publication year: 2024-07-01
    Entity: Universitat Rovira i Virgili
    Paper version: info:eu-repo/semantics/publishedVersion
    Record's date: 2026-05-02
    URV's Author/s: Moreno Ribas, Antonio / Pascual Fontanilles, Jordi / Romero Aroca, Pedro / Valls Mateu, Aïda
    Department: Enginyeria Informàtica i Matemàtiques
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Publication Type: Journal Publications
    Author, as appears in the article.: Romero-Aroca, P; Garcia-Curto, E; Pascual-Fontanilles, J; Valls, A; Moreno, A; Baget-Bernaldiz, M
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Thematic Areas: Medicine, general & internal, Internal medicine, Clinical biochemistry, Ciencias sociales
    Author's mail: jordi.pascual@urv.cat, jordi.pascual@urv.cat, jordi.pascual@urv.cat, jordi.pascual@urv.cat, jordi.pascual@urv.cat, antonio.moreno@urv.cat, antonio.moreno@urv.cat, pedro.romero@urv.cat, pedro.romero@urv.cat, aida.valls@urv.cat, aida.valls@urv.cat
  • Keywords:

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