Giovanni L. F. da Silva

An automatic method for lung segmentation and reconstruction in chest X-ray using deep neural networks

Johnatan Carvalho Souza, João Otávio Bandeira Diniz, Jonnison Lima Ferreira et al. · Computer Methods and Programs in Biomedicine · 2019 · 256 citations

Computed Tomography, Deep Neural Networks, Image Analysis +14

Convolutional neural network-based PSO for lung nodule false positive reduction on CT images

Giovanni L. F. da Silva, Thales Levi Azevedo Valente, Aristófanes Corrêa Silva et al. · Computer Methods and Programs in Biomedicine · 2018 · 179 citations

Image Analysis, Engineering, Medical Imaging +10

Lung nodules diagnosis based on evolutionary convolutional neural network

Giovanni L. F. da Silva, Otilio Paulo da Silva Neto, Aristófanes Corrêa Silva et al. · Multimedia Tools and Applications · 2017 · 92 citations

Engineering, Medical Imaging, Multiple Pulmonary Nodule +6

Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost

Domingos Dias, Luana Batista da Cruz, João Otávio Bandeira Diniz et al. · Expert Systems with Applications · 2021 · 67 citations · Full text

Chest X-ray Images, Deep Features, Image Analysis +14

Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning

João Otávio Bandeira Diniz, Darlan B. P. Quintanilha, Antonino Calisto Santos Neto et al. · Multimedia Tools and Applications · 2021 · 54 citations · Full text