Listar por autor "Perdomo Charry, Oscar Julián"
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Automatic retinopathy detection using Deep learning and medical findings
de la Pava Rodriguez, MelissaDiabetic retinopathy (DR) is the result of a complication of diabetes affecting the retina. It can cause blindness if left undiagnosed and untreated. The ophthalmologist performs the diagnosis by screening each patient and ... -
Clasificación etiológica automatizada de edema macular mediante estrategia de ‘Deep Learning’ aplicada en imágenes adquiridas por OCT de mácula
Padilla Pantoja, Fabio DanielObjetivo: Desarrollar un método computacional basado en la estrategia de aprendizaje profundo (‘Deep Learning’, DL) para realizar un diagnóstico etiológico automatizado de edema macular (EM) a partir la evaluación de ... -
Deep learning analysis of eye fundus images to support medical diagnosis
Perdomo Charry, Oscar JuliánMachine learning techniques have been successfully applied to support medical decision making of cancer, heart diseases and degenerative diseases of the brain. In particular, deep learning methods have been used for early ... -
Semi-supervised deep learning for ocular image classification
Arrieta Ramos, José MiguelRegular screening, early diagnosis, and appropriate on-time treatment could prevent vision loss and blindness as a complication of diabetes. Unfortunately, access to expert ophthal- mologists is limited and not readily ...