Miguel
García Torres
![Foto de Miguel](/img/nophoto.png)
![Foto de Universidade Federal do Espírito Santo](/img/noimage_org.png)
Universidade Federal do Espírito Santo
Vitória, BrasilPublications in collaboration with researchers from Universidade Federal do Espírito Santo (9)
2023
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Dataset of fundus images for the diagnosis of ocular toxoplasmosis
Data in Brief
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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
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Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms
Studies in Health Technology and Informatics
2021
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A trust-based methodology to evaluate deep learning models for automatic diagnosis of ocular toxoplasmosis from fundus images
Diagnostics, Vol. 11, Núm. 11
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Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks
Studies in health technology and informatics, Vol. 281, pp. 173-177
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Dataset from fundus images for the study of diabetic retinopathy
Data in Brief
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Dermoscopy images enhancement via multi-scale morphological operations
Applied Sciences (Switzerland), Vol. 11, Núm. 19
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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
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Redundancy is not necessarily detrimental in classification problems
Mathematics, Vol. 9, Núm. 22