Joana Rocha
Orcid: 0000-0003-3106-8553
According to our database1,
Joana Rocha
authored at least 16 papers
between 2003 and 2024.
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Bibliography
2024
STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images.
Artif. Intell. Medicine, January, 2024
DeepClean - Contrastive Learning Towards Quality Assessment in Large-Scale CXR Data Sets.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
2023
Lightweight multi-scale classification of chest radiographs via size-specific batch normalization.
Comput. Methods Programs Biomed., June, 2023
Proceedings of the Medical Imaging with Deep Learning, 2023
Leveraging Longitudinal Data for Cardiomegaly and Change Detection in Chest Radiography.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023
Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
An active learning approach for support device detection in chest radiography images.
Proceedings of the Fifteenth International Conference on Machine Vision, 2022
Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
2021
Int. J. Inf. Commun. Technol. Educ., 2021
Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021
2020
Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images.
J. Medical Syst., 2020
BiblioLab Project: Teachers, Parents and Students' Perspectives About the Usability and Usefulness of an Educational Distance Learning Platform.
Proceedings of the Technology and Innovation in Learning, Teaching and Education, 2020
2019
Comparison of Conventional and Deep Learning Based Methods for Pulmonary Nodule Segmentation in CT Images.
Proceedings of the Progress in Artificial Intelligence, 2019
2015
Generalized coupled fixed points and its application to a class of systems of functional equations arising in dynamic programming.
Appl. Math. Comput., 2015
2003
On Monotonic Solutions of an Integral Equation Related with the Chandrasekhar Equation.
Proceedings of the Computational Science and Its Applications, 2003