Health of Things Melanoma Detection System—detection and segmentation of melanoma in dermoscopic images applied to edge computing using deep learning and fine-tuning models
José Jerovane Da Costa Nascimento, José Jerovane Da Costa Nascimento, Adriell Gomes Marques, Adriell Gomes Marques, Yasmim Osório Adelino Rodrigues, Yasmim Osório Adelino Rodrigues, Guilherme Freire Brilhante Severiano, Guilherme Freire Brilhante Severiano, Icaro de Sousa Rodrigues, Icaro de Sousa Rodrigues, Carlos Dourado, Carlos Dourado, Luís Fabrício De Freitas Souza, Luís Fabrício De Freitas Souza
Published in Frontiers in communications and networks (10.06.2024)
Published in Frontiers in communications and networks (10.06.2024)
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Journal Article
New fully automatic approach for tissue identification in histopathological examinations using transfer learning
Xu, Yongzhao, dos Santos, Matheus A., F. Souza, Luís Fabrício, Marques, Adriell G., Zhang, Lijuan, da Costa Nascimento, José Jerovane, de Albuquerque, Victor Hugo C., Rebouças Filho, Pedro P.
Published in IET image processing (01.09.2022)
Published in IET image processing (01.09.2022)
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Journal Article
Divisible Cell-Segmentation: A New Approach for Stroke Detection and Segmentation in CT Scans Using Deep Learning and Fine-tuning
De Freitas Souza, Luis Fabricio, Michaliszen Junior, Joel R., Marques, Adriell Gomes, Adelino Rodrigues, Yasmin Osorio, Brilhante Severiano, Guilherme Freire, Da Costa Nascimento, Jose Jerovane, Reboucas Filho, Pedro P.
Published in 2023 International Joint Conference on Neural Networks (IJCNN) (18.06.2023)
Published in 2023 International Joint Conference on Neural Networks (IJCNN) (18.06.2023)
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Conference Proceeding
New Health of Things Approach to Classification and Detection of Brain Tumors Using Transfer Learning for Segmentation in IMR Images
Da Costa Nascimento, Jose Jerovane, Marques, Adriell Gomes, Dos Santos, Matheus Araujo, De Oliveira, Lucas, Chaves, Julio Macedo, De Freitas Souza, Luis Fabricio, Reboucas Filho, Pedro Pedrosa
Published in 2023 International Joint Conference on Neural Networks (IJCNN) (18.06.2023)
Published in 2023 International Joint Conference on Neural Networks (IJCNN) (18.06.2023)
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Conference Proceeding
Automatic Segmentation of Hemorrhagic Stroke on Brain CT Images Using Convolutional Neural Networks Through Fine-Tuning
Marques, Adriell Gomes, de F. Souza, Luis Fabricio, dos Santos, Matheus Araujo, da Costa Nascimento, Jose Jerovane, Sarmento, Roger Moura, Lucena, Iago Belarmino, Silva, Iagson Carlos L., Filho, Pedro P. Reboucas
Published in 2022 International Joint Conference on Neural Networks (IJCNN) (18.07.2022)
Published in 2022 International Joint Conference on Neural Networks (IJCNN) (18.07.2022)
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Conference Proceeding
Detection and Segmentation of Lungs Regions Using CNN Combined with Levelset
Sousa Júnior, Pedro Cavalcante, Souza, Luís Fabrício de Freitas, Nascimento, José Jerovane da Costa, Santos, Lucas Oliveira, Marques, Adriell Gomes, Ribeiro, Francisco Eduardo Sales, Rebouças Filho, Pedro Pedrosa
Published in Learning and nonlinear models (31.12.2021)
Published in Learning and nonlinear models (31.12.2021)
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Journal Article
Detection and Segmentation of Damaged Photovoltaic Panels Using Deep Learning and Fine-tuning in Images Captured by Drone
Souza, Luís Fabrício de Freitas, Castro, Tassiana Marinho, Santos, Lucas de Oliveira, Marques, Adriell Gomes, Nascimento, José Jerovane da Costa, Santos, Matheus Araújo, Severiano, Guilherme F. Brilhante, Rebouças Filho, Pedro Pedrosa
Published in Learning and nonlinear models (31.12.2021)
Published in Learning and nonlinear models (31.12.2021)
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Journal Article