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 (ISDA, 2019)

Segmentation of COVID-19 Lesions in CT Images. - Joana Rocha; Sofia Cardoso Pereira; Aurélio Campilho; Ana Maria Mendonça (BHI, 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 (BIBM, 2021)

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 (CBMS, 2022)

Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification. - Joana Rocha; Ana Maria Mendonça; Sofia Cardoso Pereira; Aurélio Campilho (BIBM, 2023)

Addressing Chest Radiograph Projection Bias in Deep Classification Models. - Sofia Cardoso Pereira; Joana Rocha; Alex Gaudio; Asim Smailagic; Aurélio Campilho; Ana Maria Mendonça (MIDL, 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., 2023)

DeepClean - Contrastive Learning Towards Quality Assessment in Large-Scale CXR Data Sets. - Sofia Cardoso Pereira; João Pedrosa; Joana Rocha; Pedro Sousa; Aurélio Campilho; Ana Maria Mendonça (BIBM, 2024)

Anatomically-Guided Inpainting for Local Synthesis of Normal Chest Radiographs. - João Pedrosa; Sofia Cardoso Pereira; Joana Silva 001; Ana Maria Mendonça; Aurélio Campilho (DGM4MICCAI@MICCAI, 2024)

Automated image label extraction from radiology reports - A review. - Sofia Cardoso Pereira; Ana Maria Mendonça; Aurélio Campilho; Pedro Sousa; Carla Teixeira Lopes (Artif. Intell. Medicine, 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, 2024)