Publications en collaboration avec des chercheurs de Universidade Federal do Espírito Santo (9)

2023

  1. Dataset of fundus images for the diagnosis of ocular toxoplasmosis

    Data in Brief

  2. Multiclass Diabetic Retinopathy Classification of Eye Fundus Images Small Datasets Performance Improvement - A Neuroevolution Approach

    Proceedings - 2023 49th Latin American Computing Conference, CLEI 2023

2022

  1. Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms

    Studies in Health Technology and Informatics

2021

  1. A trust-based methodology to evaluate deep learning models for automatic diagnosis of ocular toxoplasmosis from fundus images

    Diagnostics, Vol. 11, Núm. 11

  2. Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks

    Studies in health technology and informatics, Vol. 281, pp. 173-177

  3. Dataset from fundus images for the study of diabetic retinopathy

    Data in Brief

  4. Dermoscopy images enhancement via multi-scale morphological operations

    Applied Sciences (Switzerland), Vol. 11, Núm. 19

  5. Impact of melanocytic lesion image databases on the pre-Training of segmentation tasks using the UNET architecture

    2021 22nd Symposium on Image, Signal Processing and Artificial Vision, STSIVA 2021 - Conference Proceedings

  6. Redundancy is not necessarily detrimental in classification problems

    Mathematics, Vol. 9, Núm. 22