L. F. D. F. Souza

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

V. H. C. de Albuquerque, T. Han, Yongzhao Xu, 2021, IEEE Sensors Journal.

A Novel Web Platform for COVID-19 diagnosis using X-Ray exams and Deep Learning Techniques

Raylson Silva de Lima, V. Albuquerque, P. P. R. Filho, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

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

Tao Han, Shara S. A. Alves, Pedro Pedrosa Rebouças Filho, 2020, Artif. Intell. Medicine.

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

Pedro Pedrosa Rebouças Filho, Luís Fabrício de F. Souza, Gabriel Bandeira Holanda, 2020, Int. J. Hybrid Intell. Syst..

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

Mohammad Mehedi Hassan, Francisco H. S. Silva, Virgínia Xavier Nunes, 2020, Sensors.

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

Victor Hugo C. de Albuquerque, Luís Fabrício de F. Souza, Francisco H. S. Silva, 2021, Appl. Soft Comput..

Detection and Segmentation of Damaged Photovoltaic Panels Using Deep Learning and Fine-tuning in Images Captured by Drone

P. P. Rebouças Filho, L. F. D. F. Souza, A. G. Marques, 2021, Learning and Nonlinear Models.

New Health of Things Approach to Classification and Detection of Brain Tumors Using Transfer Learning for Segmentation in IMR Images

P. P. R. Filho, L. F. D. F. Souza, A. G. Marques, 2023, 2023 International Joint Conference on Neural Networks (IJCNN).

New fully automatic approach for tissue identification in histopathological examinations using transfer learning

V. Albuquerque, Yongzhao Xu, P. P. R. Filho, 2022, IET Image Process..

Automatic Lung Segmentation in CT Images Using Mask R-CNN for Mapping the Feature Extraction in Supervised Methods of Machine Learning

Pedro Pedrosa Rebouças Filho, Luís Fabrício de F. Souza, Gabriel Bandeira Holanda, 2019, ISDA.