Search Results for author: Gustavo Borges Moreno e Mello

Found 2 papers, 1 papers with code

A deep learning based tool for automatic brain extraction from functional magnetic resonance images in rodents

1 code implementation3 Dec 2019 Sidney Pontes-Filho, Annelene Gulden Dahl, Stefano Nichele, Gustavo Borges Moreno e Mello

In this study, we address this problem by implementing a neural network based method that uses a U-Net architecture to segment the brain area into a mask and removing the skull and other tissues from the image.

Data Augmentation

DeepTEGINN: Deep Learning Based Tools to Extract Graphs from Images of Neural Networks

no code implementations1 Jul 2019 Gustavo Borges Moreno e Mello, Vibeke Devold Valderhaug, Sidney Pontes-Filho, Evi Zouganeli, Ioanna Sandvig, Stefano Nichele

The goals are to simplify the training and usage of deep learning methods for computer vision and facilitate its integration into graph extraction pipelines.

Anatomy

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