Marcos Melo Ferreira

According to our database, Marcos Melo Ferreira authored at least 11 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Light Dense-SENet: A NAS-Based Approach for Selecting a Lightweight Architecture for Thoracic Disease Classification.

Bruna Marcelly de Menezes Saraiva, Geraldo Braz Júnior, Vandécia Rejane Monteiro Fernandes, Tiago Bonini Borchatt, Mackele Lourrane Jurema da Silva, Sabryna Rodrigues Araujo, Lucas Araújo Gonçalves, Rodrigo Otavio Cantanhede Costa, José Ribamar Durand Rodrigues Jr, Marcos Melo Ferreira, Joana Silva

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

2025

Lesion Segmentation Associated with Diabetic Retinopathy Using Deep Learning Methods.

Maria Videira, Marcos Melo Ferreira, Geraldo Braz Júnior, Nuno Correia, António Cunha

Proceedings of the CENTERIS 2025 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2025

Segmentation of Retinal Layers in OCT Images Using Deep Learning Methods.

Inês Vasconcelos, Marcos Melo Ferreira, Geraldo Braz Júnior, Nuno Correia, António Cunha

Proceedings of the CENTERIS 2025 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2025

Automatic Optic Nerve Segmentation in Retinal Photographs for Glaucoma Detection Using Convolutional Neural Network.

Carolina Machado, Pedro Pereira, Marcos Melo Ferreira, Geraldo Braz Júnior, Nuno Correia, António Cunha

Proceedings of the CENTERIS 2025 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2025

2024

Multiple Instance Learning in Medical Images: A Systematic Review.

Dalila Barbosa, Marcos Melo Ferreira, Geraldo Braz Júnior, Marta Salgado, António Cunha

IEEE Access, 2024

Evaluation of the vision mamba model for detecting diabetic retinopathy.

Marcos Melo Ferreira, Leonor Cardoso, José Camara, Saul Pires, Nuno Correia, Geraldo Braz Júnior, António Cunha

Proceedings of the CENTERIS 2024 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2024

2023

Glaucoma Grading Using Fundus Images.

Mackele Lourrane Jurema da Silva, Marcos Melo Ferreira, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Arthur Guilherme Santos Fernandes

Proceedings of the Wireless Mobile Communication and Healthcare, 2023

Evaluation of Transfer Learning with a U-Net Architectures for Kidney Segmentation.

Caio Eduardo Falcão Matos, João Guilherme Araújo do Vale, Marcos Melo Ferreira, Geraldo Braz Júnior, João Dallyson Sousa de Almeida

Proceedings of the Wireless Mobile Communication and Healthcare, 2023

Eff-Unet for Trachea Segmentation on CT Scans.

Arthur Guilherme Santos Fernandes, Geraldo Braz Júnior, João Otávio Bandeira Diniz, Marcos Melo Ferreira, José Ribamar Durand Rodrigues Júnior, Mackele Lourrane Jurema da Silva, Lucas Araújo Gonçalves

Proceedings of the Wireless Mobile Communication and Healthcare, 2023

2021

Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning.

João Otávio Bandeira Diniz, Darlan Bruno Pontes Quintanilha, Antonino C. dos Santos Neto, Giovanni L. F. da Silva, Jonnison Lima Ferreira, Stelmo Magalhães Barros Netto, José Denes Lima Araújo, Luana Batista da Cruz, Thamila Fontenele, Caio M. da S. Martins, Marcos Melo Ferreira, Venicius Garcia, José M. C. Boaro, Carolina L. S. Cipriano, Aristófanes C. Silva, Anselmo Cardoso de Paiva, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Rodolfo Acatauassu Nunes, Roberto Mogami, Marcelo Gattass

Multim. Tools Appl., 2021

2020

Multilevel CNN for Angle Closure Glaucoma Detection using AS-OCT Images.

Marcos Melo Ferreira, Giovanna Pavani Esteve, Geraldo Braz Júnior, João Dallyson Sousa de Almeida, Anselmo Cardoso de Paiva, Rodrigo Veras

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020