Joana Rocha

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

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)
Raquel Belo, Joana Rocha, João Pedrosa
Leveraging Longitudinal Data for Cardiomegaly and Change Detection in Chest Radiography. CIARP (2023)
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)
Rosalina Babo, Joana Rocha, Ricardo Fitas, Jarkko Suhonen, Markku Tukiainen
Self and Peer E-Assessment: A Study on Software Usability. Int. J. Inf. Commun. Technol. Educ. 17 (3) (2021)
Joana Rocha, Sofia Cardoso Pereira, Aurélio Campilho, Ana Maria Mendonça
Segmentation of COVID-19 Lesions in CT Images. BHI (2021)
Joana Rocha, António Cunha, Ana Maria Mendonça
Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images. J. Medical Syst. 44 (4) (2020)
Joana Rocha, António Cunha, Ana Maria Mendonça
Comparison of Conventional and Deep Learning Based Methods for Pulmonary Nodule Segmentation in CT Images. EPIA (1) (2019)