Luís Fabrício de Freitas Souza

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

Deep Learning-Enhanced Internet of Medical Things to Analyze Brain CT Scans of Hemorrhagic Stroke Patients: A New Approach

Yongzhao Xu, Gabriel B. Holanda, Luís Fabrício de Freitas Souza et al. · IEEE Sensors Journal · 2020 · 64 citations

Convolutional Neural Network, Engineering, Machine Learning +25

Internet of Medical Things—Based on Deep Learning Techniques for Segmentation of Lung and Stroke Regions in CT Scans

Tao Han, Virgínia Xavier Nunes, Luís Fabrício de Freitas Souza et al. · IEEE Access · 2020 · 61 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +21

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

Automatic lung segmentation in CT images using mask R-CNN for mapping the feature extraction in supervised methods of machine learning using transfer learning

Luís Fabrício de Freitas Souza, Gabriel B. Holanda, Francisco H. S. Silva et al. · International Journal of Hybrid Intelligent Systems · 2020 · 10 citations

Computed Tomography, World Health Organization, Medical Image Segmentation +25