Distribution of Microaneurysms and Hemorrhages in Accordance with the Grading of Diabetic Retinopathy in Type Diabetes Patients.
Romero-Aroca PedroEugeni Garcia-CurtoJordi Pascual-FontanillesAida Valls-MateuAntonio Moreno-RibasMarc Baget-BernaldizPublished in: Diagnostics (Basel, Switzerland) (2024)
(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.
Keyphrases
- diabetic retinopathy
- editorial comment
- type diabetes
- young adults
- optical coherence tomography
- deep learning
- end stage renal disease
- working memory
- newly diagnosed
- machine learning
- ejection fraction
- chronic kidney disease
- cardiovascular disease
- early onset
- skeletal muscle
- glycemic control
- prognostic factors
- metabolic syndrome
- peritoneal dialysis
- patient reported outcomes
- abdominal pain
- neural network