Sofia Cardoso Pereira

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Multivariate Time Series

Decision Support

Classification Models

Top Venues

Artif. Intell. Medicine

Publications

Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça
STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images. Artif. Intell. Medicine 147 (2024)
Sofia Cardoso Pereira, Ana Maria Mendonça, Aurélio Campilho, Pedro Sousa, Carla Teixeira Lopes
Automated image label extraction from radiology reports - A review. Artif. Intell. Medicine 149 (2024)
Joana Rocha, Ana Maria Mendonça, Sofia Cardoso Pereira, Aurélio Campilho
Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification. BIBM (2023)
Sofia Cardoso Pereira, Joana Rocha, Aurélio Campilho, Pedro Sousa, Ana Maria Mendonça
Lightweight multi-scale classification of chest radiographs via size-specific batch normalization. Comput. Methods Programs Biomed. 236 (2023)
Sofia Cardoso Pereira, Joana Rocha, Alex Gaudio, Asim Smailagic, Aurélio Campilho, Ana Maria Mendonça
Addressing Chest Radiograph Projection Bias in Deep Classification Models. MIDL (2023)
Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça
Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images. CBMS (2022)
Martim Quintas E. Sousa, João Pedrosa, Joana Rocha, Sofia Cardoso Pereira, Ana Maria Mendonça, Aurélio Campilho
Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications. BIBM (2021)
Joana Rocha, Sofia Cardoso Pereira, Aurélio Campilho, Ana Maria Mendonça
Segmentation of COVID-19 Lesions in CT Images. BHI (2021)
Maria Leonilde Rocha Varela, Gabriela Amaral, Sofia Cardoso Pereira, Diogo Machado, António Falcão, Rita A. Ribeiro, Emanuel Sousa, Jorge A. Santos, Alfredo F. Pereira
Interoperable Decision Support System Based on Multivariate Time Series for Setup Data Processing and Visualization. ISDA (2019)