Francisco H. S. Silva

An effective approach for CT lung segmentation using mask region-based convolutional neural networks

Qinhua Hu, Luís Fabrício de Freitas Souza, Gabriel B. Holanda et al. · Artificial Intelligence in Medicine · 2020 · 116 citations

Computed Tomography, Effective Approach, Image Analysis +14

Bi-Dimensional Approach Based on Transfer Learning for Alcoholism Pre-disposition Classification via EEG Signals

Hongyi Zhang, Francisco H. S. Silva, Elene Firmeza Ohata et al. · Frontiers in Human Neuroscience · 2020 · 36 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +26

Internet of Medical Things: An Effective and Fully Automatic IoT Approach Using Deep Learning and Fine-Tuning to Lung CT Segmentation

Luís Fabrício de Freitas Souza, Iágson Carlos Lima Silva, Adriell Gomes Marques et al. · Sensors · 2020 · 28 citations · Full text

A new online approach for classification of pumps vibration patterns based on intelligent IoT system

Qinhua Hu, Elene Firmeza Ohata, Francisco H. S. Silva et al. · Measurement · 2019 · 22 citations

Iot Data Analytics, Smart Sensor, Engineering +9

A soft computing automatic based in deep learning with use of fine-tuning for pulmonary segmentation in computed tomography images

Yongzhao Xu, Luís Fabrício F. Souza, Iágson Carlos Lima Silva et al. · Applied Soft Computing · 2021 · 22 citations

Convolutional Neural Network, Image Analysis, Machine Learning +14