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eess.IV2024★ 3 cited
Evaluating Convolutional Neural Networks for COVID-19 classification in chest X-ray images
Leonardo Gabriel Ferreira Rodrigues, Danilo Ferreira da Silva, Larissa Ferreira Rodrigues +1
Coronavirus Disease 2019 (COVID-19) pandemic rapidly spread globally, impacting the lives of billions of people. The effective screening of infected patients is a critical step to…
eess.IV2022★ 17 cited
Towards fully automated deep-learning-based brain tumor segmentation: is brain extraction still necessary?
Bruno Machado Pacheco, Guilherme de Souza e Cassia, Danilo Silva
State-of-the-art brain tumor segmentation is based on deep learning models applied to multi-modal MRIs. Currently, these models are trained on images after a preprocessing stage th…