Marta Salgado

According to our database, Marta Salgado authored at least 15 papers between 2018 and 2025.

Collaborative distances:

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

2025

Comparative Analysis of CNNs and Vision Transformers for Lesion Classification in Capsule Endoscopy.

Carolina Tabosa, Marta Salgado, Danilo Leite, António Cunha

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

Comparative Evaluation of MoE and HMoE for Multiclass Classification in VCE Image Analysis.

Tiago Costa, José Castro, Marta Salgado, António Cunha

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

2024

Enhancing Image Annotation With Object Tracking and Image Retrieval: A Systematic Review.

Rodrigo Fernandes, Alexandre Pessoa, Marta Salgado, Anselmo Cardoso de Paiva, Ishak Paçal, António Cunha

IEEE Access, 2024

Multiple Instance Learning in Medical Images: A Systematic Review.

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

IEEE Access, 2024

Classification of endoscopic capsule pathologies using Multiple Instance Learning methods.

Vitor Moreira, Eduardo Machado, Dalila Barbosa, Marta Salgado, Geraldo Braz Júnior, António Cunha

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

A Deep Learning Approach to Annotating Endoscopic Capsule Videos via CBIR.

Inês Castro Fernandes, Rodrigo Fernandes, Alexandre Pessoa, Marta Salgado, Anselmo Cardoso de Paiva, Ishak Paçal, António Cunha

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

2023

Informative Classification of Capsule Endoscopy Videos Using Active Learning.

Filipe Fonseca, Beatriz Nunes, Marta Salgado, Augusto Silva, António Cunha

Proceedings of the Wireless Mobile Communication and Healthcare, 2023

Automating the Annotation of Medical Images in Capsule Endoscopy Through Convolutional Neural Networks and CBIR.

Rodrigo Fernandes, Marta Salgado, Ishak Paçal, António Cunha

Proceedings of the Wireless Mobile Communication and Healthcare, 2023

Evaluation of Deep Learning Models in Search by Example using Capsule Endoscopy Images.

Rodrigo Fernandes, Alexandre Pessoa, José Nogueira, Anselmo Cardoso de Paiva, Ishak Paçal, Marta Salgado, António Cunha

Proceedings of the CENTERIS 2023 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2023

2021

Abnormality classification in small datasets of capsule endoscopy images.

Filipe Fonseca, Beatriz Nunes, Marta Salgado, António Cunha

Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 2021

2019

Small Bowel Mucosa Segmentation for Frame Characterization in Videos of Endoscopic Capsules.

Gil Pinheiro, Paulo Jorge Simões Coelho, Mariana Mourão, Marta Salgado, Hélder P. Oliveira, António Cunha

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Lesions Multiclass Classification in Endoscopic Capsule Frames.

Maria Teresa Valério, Sara Gomes, Marta Salgado, Hélder P. Oliveira, António Cunha

Proceedings of the CENTERIS 2019 - International Conference on ENTERprise Information Systems / ProjMAN 2019 - International Conference on Project MANagement / HCist 2019, 2019

Unsupervised Neural Network for Homography Estimation in Capsule Endoscopy Frames.

Sara Gomes, Maria Teresa Valério, Marta Salgado, Hélder P. Oliveira, António Cunha

Proceedings of the CENTERIS 2019 - International Conference on ENTERprise Information Systems / ProjMAN 2019 - International Conference on Project MANagement / HCist 2019, 2019

2018

A Deep Learning Approach for Red Lesions Detection in Video Capsule Endoscopies.

Paulo Jorge Simões Coelho, Ana Pereira, Argentina Leite, Marta Salgado, António Cunha

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Deep Homography Based Localization on Videos of Endoscopic Capsules.

Gil Pinheiro, Paulo Jorge Simões Coelho, Marta Salgado, Hélder P. Oliveira, António Cunha

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018