Sofia Cardoso Pereira

According to our database, Sofia Cardoso Pereira authored at least 8 papers between 2019 and 2024.

Collaborative distances:

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

2024

STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images.

Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça

Artif. Intell. Medicine, January, 2024

2023

Lightweight multi-scale classification of chest radiographs via size-specific batch normalization.

Sofia Cardoso Pereira, Joana Rocha, Aurélio Campilho, Pedro Sousa, Ana Maria Mendonça

Comput. Methods Programs Biomed., June, 2023

Addressing Chest Radiograph Projection Bias in Deep Classification Models.

Sofia Cardoso Pereira, Joana Rocha, Alex Gaudio, Asim Smailagic, Aurélio Campilho, Ana Maria Mendonça

Proceedings of the Medical Imaging with Deep Learning, 2023

Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification.

Joana Rocha, Ana Maria Mendonça, Sofia Cardoso Pereira, Aurélio Campilho

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images.

Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

2021

Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications.

Martim Quintas E. Sousa, João Pedrosa, Joana Rocha, Sofia Cardoso Pereira, Ana Maria Mendonça, Aurélio Campilho

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Segmentation of COVID-19 Lesions in CT Images.

Joana Rocha, Sofia Cardoso Pereira, Aurélio Campilho, Ana Maria Mendonça

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2019

Interoperable Decision Support System Based on Multivariate Time Series for Setup Data Processing and Visualization.

Maria Leonilde Rocha Varela, Gabriela Amaral, Sofia Cardoso Pereira, Diogo Machado, António Falcão, Rita A. Ribeiro, Emanuel Sousa, Jorge A. Santos, Alfredo F. Pereira

Proceedings of the Intelligent Systems Design and Applications, 2019