Sofia Cardoso Pereira

11 papers B 1C 1Journal 3Unranked 6
YearRankTypeTitle / Venue / Authors
2024 — conf
Anatomically-Guided Inpainting for Local Synthesis of Normal Chest Radiographs.
DGM4MICCAI@MICCAI
João Pedrosa, Sofia Cardoso Pereira, Joana Silva, Ana Maria Mendonça, Aurélio Campilho
2024 J jnl
Automated image label extraction from radiology reports - A review.
Artif. Intell. Medicine
Sofia Cardoso Pereira, Ana Maria Mendonça, Aurélio Campilho, Pedro Sousa, Carla Teixeira Lopes
2024 — conf
DeepClean - Contrastive Learning Towards Quality Assessment in Large-Scale CXR Data Sets.
BIBM
Sofia Cardoso Pereira, João Pedrosa, Joana Rocha, Pedro Sousa, Aurélio Campilho, Ana Maria Mendonça
2024 J jnl
STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images.
Artif. Intell. Medicine
Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça
2023 — conf
Addressing Chest Radiograph Projection Bias in Deep Classification Models.
MIDL
Sofia Cardoso Pereira, Joana Rocha, Alex Gaudio, Asim Smailagic, Aurélio Campilho, Ana Maria Mendonça
2023 — conf
Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification.
BIBM
Joana Rocha, Ana Maria Mendonça, Sofia Cardoso Pereira, Aurélio Campilho
2023 J jnl
Lightweight multi-scale classification of chest radiographs via size-specific batch normalization.
Comput. Methods Programs Biomed.
Sofia Cardoso Pereira, Joana Rocha, Aurélio Campilho, Pedro Sousa, Ana Maria Mendonça
2022 B conf
Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images.
CBMS
Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça
2021 — conf
Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications.
BIBM
Martim Quintas E. Sousa, João Pedrosa, Joana Rocha, Sofia Cardoso Pereira, Ana Maria Mendonça, Aurélio Campilho
2021 — conf
Segmentation of COVID-19 Lesions in CT Images.
BHI
Joana Rocha, Sofia Cardoso Pereira, Aurélio Campilho, Ana Maria Mendonça
2019 C conf
Interoperable Decision Support System Based on Multivariate Time Series for Setup Data Processing and Visualization.
ISDA
Maria Leonilde Rocha Varela, Gabriela Amaral, Sofia Cardoso Pereira, Diogo Machado, António Falcão, Rita A. Ribeiro, Emanuel Sousa, Jorge A. Santos, Alfredo F. Pereira