Search Results - "da Silva, Giovanni Lucca França"

Convolutional neural network-based PSO for lung nodule false positive reduction on CT images by da Silva, Giovanni Lucca França, Valente, Thales Levi Azevedo, Silva, Aristófanes Corrêa, de Paiva, Anselmo Cardoso, Gattass, Marcelo

“…•This paper proposes a methodology to reduce lung nodule false positive on computed tomography scans.•The proposed methodology uses a convolutional neural…”
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Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost by Dias Júnior, Domingos Alves, da Cruz, Luana Batista, Bandeira Diniz, João Otávio, França da Silva, Giovanni Lucca, Junior, Geraldo Braz, Silva, Aristófanes Corrêa, de Paiva, Anselmo Cardoso, Nunes, Rodolfo Acatauassú, Gattass, Marcelo

“…•A method to classify patients in COVID-19 or non-COVID-19 based on Chest X-Rays.•We introduce a deep features extraction with XGBoost optimized by PSO.•The…”
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Classification of malignant and benign lung nodules using taxonomic diversity index and phylogenetic distance by de Sousa Costa, Robherson Wector, da Silva, Giovanni Lucca França, de Carvalho Filho, Antonio Oseas, Silva, Aristófanes Corrêa, de Paiva, Anselmo Cardoso, Gattass, Marcelo

“…Lung cancer presents the highest cause of death among patients around the world, in addition of being one of the smallest survival rates after diagnosis…”
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An automatic method for lung segmentation and reconstruction in chest X-ray using deep neural networks by Souza, Johnatan Carvalho, Bandeira Diniz, João Otávio, Ferreira, Jonnison Lima, França da Silva, Giovanni Lucca, Corrêa Silva, Aristófanes, de Paiva, Anselmo Cardoso

“…•This work investigates a computational method for automatic lung segmentation.•This method uses a database of chest X-Ray from the Montgomery County’s…”
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Automatic Prostate Segmentation on 3D MRI Scans Using Convolutional Neural Networks with Residual Connections and Superpixels by da Silva, Giovanni Lucca Franca, Ferreira Franca, Joao Vitor, Diniz, Petterson Sousa, Silva, Aristofanes Correa, de Paiva, Anselmo Cardoso, de Cavalcanti, Elton Anderson Araujo

“…Automatic and reliable prostate segmentation is an essential prerequisite for assisting the diagnosis and treatment, such as guiding biopsy procedure and…”
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Taxonomic Indexes for Automatic Prostate Segmentation on 3D MRI Scans Using Superpixels and Probabilistic Atlas by Ferreira Franca, Joao Vitor, da Silva, Giovanni Lucca Franca, dos Santos, Pedro Thiago Cutrim, Junior, Geraldo Braz, Silva, Aristofanes Correa, de Cavalcanti, Elton Anderson Araujo

“…In prostate analysis clinical routine, manual and semi-manual techniques are used to interpret MRI scans, which in addition to being subjective, are…”
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