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eess.IV2021
Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays
Felipe André Zeiser, Cristiano André da Costa, Gabriel de Oliveira Ramos +3
Early identification of patients with COVID-19 is essential to enable adequate treatment and to reduce the burden on the health system. The gold standard for COVID-19 detection is…
eess.IV2020
Binary Segmentation of Seismic Facies Using Encoder-Decoder Neural Networks
Gefersom Lima, Gabriel Ramos, Sandro Rigo +2
The interpretation of seismic data is vital for characterizing sediments' shape in areas of geological study. In seismic interpretation, deep learning becomes useful for reducing t…