Marta Salgado

16 papers Journal 2Unranked 14
YearRankTypeTitle / Venue / Authors
2025 — conf
Comparative Analysis of CNNs and Vision Transformers for Lesion Classification in Capsule Endoscopy.
CENTERIS/ProjMAN/HCist
Carolina Tabosa, Marta Salgado, Danilo Leite, António Cunha
2025 — conf
Comparative Evaluation of MoE and HMoE for Multiclass Classification in VCE Image Analysis.
CENTERIS/ProjMAN/HCist
Tiago Costa, José Castro, Marta Salgado, António Cunha
2024 — conf
A Deep Learning Approach to Annotating Endoscopic Capsule Videos via CBIR.
CENTERIS/ProjMAN/HCist
Inês Castro Fernandes, Rodrigo Fernandes, Alexandre Pessoa, Marta Salgado, Anselmo Cardoso de Paiva, Ishak Paçal, António Cunha
2024 — conf
Classification of endoscopic capsule pathologies using Multiple Instance Learning methods.
CENTERIS/ProjMAN/HCist
Vitor Moreira, Eduardo Machado, Dalila Barbosa, Marta Salgado, Geraldo Braz Júnior, António Cunha
2024 J jnl
Enhancing Image Annotation With Object Tracking and Image Retrieval: A Systematic Review.
IEEE Access
Rodrigo Fernandes, Alexandre Pessoa, Marta Salgado, Anselmo Cardoso de Paiva, Ishak Paçal, António Cunha
2024 J jnl
Multiple Instance Learning in Medical Images: A Systematic Review.
IEEE Access
Dalila Barbosa, Marcos Ferreira, Geraldo Braz Júnior, Marta Salgado, António Cunha
2023 — conf
Automating the Annotation of Medical Images in Capsule Endoscopy Through Convolutional Neural Networks and CBIR.
MobiHealth
Rodrigo Fernandes, Marta Salgado, Ishak Paçal, António Cunha
2023 — conf
Evaluation of Deep Learning Models in Search by Example using Capsule Endoscopy Images.
CENTERIS/ProjMAN/HCist
Rodrigo Fernandes, Alexandre Pessoa, José Nogueira, Anselmo Cardoso de Paiva, Ishak Paçal, Marta Salgado, António Cunha
2023 — conf
Evaluation of Deep Learning Models in Search by Example using Capsule Endoscopy Images.
CENTERIS/ProjMAN/HCist
Rodrigo Fernandes, Alexandre Pessoa, José Nogueira, Anselmo Cardoso de Paiva, Ishak Paçal, Marta Salgado, António Cunha
2023 — conf
Informative Classification of Capsule Endoscopy Videos Using Active Learning.
MobiHealth
Filipe Fonseca, Beatriz Nunes, Marta Salgado, Augusto Silva, António Cunha
2021 — conf
Abnormality classification in small datasets of capsule endoscopy images.
CENTERIS/ProjMAN/HCist
Filipe Fonseca, Beatriz Nunes, Marta Salgado, António Cunha
2019 — conf
Lesions Multiclass Classification in Endoscopic Capsule Frames.
CENTERIS/ProjMAN/HCist
Maria Teresa Valério, Sara Gomes, Marta Salgado, Hélder P. Oliveira, António Cunha
2019 — conf
Small Bowel Mucosa Segmentation for Frame Characterization in Videos of Endoscopic Capsules.
ISBI
Gil Pinheiro, Paulo Jorge Simões Coelho, Mariana Mourão, Marta Salgado, Hélder P. Oliveira, António Cunha
2019 — conf
Unsupervised Neural Network for Homography Estimation in Capsule Endoscopy Frames.
CENTERIS/ProjMAN/HCist
Sara Gomes, Maria Teresa Valério, Marta Salgado, Hélder P. Oliveira, António Cunha
2018 — conf
A Deep Learning Approach for Red Lesions Detection in Video Capsule Endoscopies.
ICIAR
Paulo Jorge Simões Coelho, Ana Pereira, Argentina Leite, Marta Salgado, António Cunha
2018 — conf
Deep Homography Based Localization on Videos of Endoscopic Capsules.
BIBM
Gil Pinheiro, Paulo Jorge Simões Coelho, Marta Salgado, Hélder P. Oliveira, António Cunha