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Luís Fabrício de F. Souza
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2020 – today
- 2024
- [c9]Adriell Gomes Marques, Carlos E. Andrade, José Jerovane da Costa Nascimento, Yasmim Osório Adelino Rodrigues, Guilherme Freire Brilhante Severiano, Paulo Roberto Gomes Abreu Filho, Carlos Mauricio Jaborandy de Mattos Dourado Junior, Luís Fabrício de Freitas Souza:
Wearable Stroke Alert System - New Health of Things Approach Based on Generative AI and Datafusion for Real-Time Stroke Monitoring. SBESC 2024: 1-6 - 2023
- [c8]José Jerovane da Costa Nascimento, Adriell Gomes Marques, Matheus Araujo dos Santos, Lucas de O. Santos, Julio Macedo Chaves, Luís Fabrício de F. Souza, Pedro Pedrosa Rebouças Filho:
New Health of Things Approach to Classification and Detection of Brain Tumors Using Transfer Learning for Segmentation in IMR Images. IJCNN 2023: 1-8 - [c7]Luís Fabrício de F. Souza, Joel R. Michaliszen Junior, Adriell Gomes Marques, Yasmin Osório Adelino Rodrigues, Guilherme Freire Brilhante Severiano, José Jerovane da Costa Nascimento, Pedro Pedrosa Rebouças Filho:
Divisible Cell-Segmentation: A New Approach for Stroke Detection and Segmentation in CT Scans Using Deep Learning and Fine-tuning. IJCNN 2023: 1-9 - 2022
- [j6]Yongzhao Xu, Matheus A. dos Santos
, Luís Fabrício de F. Souza
New fully automatic approach for tissue identification in histopathological examinations using transfer learning. IET Image Process. 16(11): 2875-2889 (2022) - [c6]Adriell Gomes Marques, Luís Fabrício de F. Souza, Matheus Araujo dos Santos, José Jerovane da Costa Nascimento, Róger Moura Sarmento
Automatic Segmentation of Hemorrhagic Stroke on Brain CT Images Using Convolutional Neural Networks Through Fine-Tuning. IJCNN 2022: 1-8 - [c5]Luís Fabrício de F. Souza, José Jerovane da Costa Nascimento, Cyro M. G. Sabóia, Adriell Gomes Marques, Guilherme Freire Brilhante Severiano, Lucas de Oliveira Santos, Paulo A. L. Rego, Pedro Pedrosa Rebouças Filho:
New Approach in LPR Systems Using Deep Learning to Classify Mercosur License Plates with Perspective Adjustment. ISDA (2) 2022: 31-41 - [c4]Cyro M. G. Sabóia, Adriell Gomes Marques, Luís Fabrício de Freitas Souza, Solon Alves Peixoto
Fully Automatic LPR Method Using Haar Cascade for Real Mercosur License Plates. ISDA (3) 2022: 513-522 - 2021
- [j5]Yongzhao Xu, Luís Fabrício de F. Souza, Iágson Carlos Lima Silva, Adriell Gomes Marques, Francisco H. S. Silva, Virgínia Xavier Nunes, Tao Han, Chuanyu Jia
A soft computing automatic based in deep learning with use of fine-tuning for pulmonary segmentation in computed tomography images. Appl. Soft Comput. 112: 107810 (2021) - [c3]Virgínia Xavier Nunes, Aldísio Gonçalves Medeiros, Raylson Silva de Lima, Luís Fabrício de F. Souza, Victor Hugo C. de Albuquerque, Pedro Pedrosa Rebouças Filho:
A Novel Web Platform for COVID-19 diagnosis using X-Ray exams and Deep Learning Techniques. IJCNN 2021: 1-8 - 2020
- [j4]Tao Han
Internet of Medical Things - Based on Deep Learning Techniques for Segmentation of Lung and Stroke Regions in CT Scans. IEEE Access 8: 71117-71135 (2020) - [j3]Qinhua Hu, Luís Fabrício de F. Souza, Gabriel Bandeira Holanda, Shara S. A. Alves, Francisco Hércules dos S. Silva
An effective approach for CT lung segmentation using mask region-based convolutional neural networks. Artif. Intell. Medicine 103: 101792 (2020) - [j2]Luís Fabrício de F. Souza, Gabriel Bandeira Holanda, Francisco Hércules dos S. Silva
Automatic lung segmentation in CT images using mask R-CNN for mapping the feature extraction in supervised methods of machine learning using transfer learning. Int. J. Hybrid Intell. Syst. 16(4): 189-205 (2020) - [j1]Luís Fabrício de F. Souza, Iágson Carlos Lima Silva, Adriell Gomes Marques, Francisco Hércules dos S. Silva
Internet of Medical Things: An Effective and Fully Automatic IoT Approach Using Deep Learning and Fine-Tuning to Lung CT Segmentation. Sensors 20(23): 6711 (2020) - [c2]Marcos A. Araujo Ferreira, Luís Fabrício de F. Souza, Francisco Hércules dos S. Silva
Intelligent Industrial IoT system for detection of short-circuit failure in windings of wind turbines. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [c1]Luís Fabrício de F. Souza, Gabriel Bandeira Holanda, Shara S. A. Alves, Francisco Hércules dos S. Silva, Pedro Pedrosa Rebouças Filho:
Automatic Lung Segmentation in CT Images Using Mask R-CNN for Mapping the Feature Extraction in Supervised Methods of Machine Learning. ISDA 2019: 140-149
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