Detecção Inteligente de Retinopatia Diabética com Redes Neurais Convolucionais Profundas

Diego Lucena de Medeiros; Elloá Guedes

doi:10.14209/sbrt.2021.1570726892

Detecção Inteligente de Retinopatia Diabética com Redes Neurais Convolucionais Profundas

Diego Lucena de Medeiros, Elloá Guedes

DOI: 10.14209/sbrt.2021.1570726892

Evento: XXXIX Simpósio Brasileiro de Telecomunicações e Processamento de Sinais (SBrT2021)

Keywords: Deep Learning Redes Neurais Convolucionais Visão Computacional

Abstract

This work describes the experimental results of using Convolutional Neural Networks to detect diabetic retinopathy in medical images. Canonical architectures were considered and the best results obtained have F1-Score equal to 75,83\% with Inception architecture, highlighting the potential of using such models in this Medical Imagiology problem.

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