Joana Rocha

Orcid: 0000-0002-4856-138X

According to our database1, Joana Rocha authored at least 14 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images.
Artif. Intell. Medicine, January, 2024

2023
Lightweight multi-scale classification of chest radiographs via size-specific batch normalization.
Comput. Methods Programs Biomed., June, 2023

Addressing Chest Radiograph Projection Bias in Deep Classification Models.
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
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
Self and Peer E-Assessment: A Study on Software Usability.
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

Segmentation of COVID-19 Lesions in CT Images.
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


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