Joana Rocha

16 papers B 1C 2Journal 5Unranked 8
YearRankTypeTitle / Venue / Authors
2024 — conf
DeepClean - Contrastive Learning Towards Quality Assessment in Large-Scale CXR Data Sets.
BIBM
Sofia Cardoso Pereira, João Pedrosa, Joana Rocha, Pedro Sousa, Aurélio Campilho, Ana Maria Mendonça
2024 J jnl
STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images.
Artif. Intell. Medicine
Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça
2023 — conf
Addressing Chest Radiograph Projection Bias in Deep Classification Models.
MIDL
Sofia Cardoso Pereira, Joana Rocha, Alex Gaudio, Asim Smailagic, Aurélio Campilho, Ana Maria Mendonça
2023 — conf
Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification.
BIBM
Joana Rocha, Ana Maria Mendonça, Sofia Cardoso Pereira, Aurélio Campilho
2023 C conf
Leveraging Longitudinal Data for Cardiomegaly and Change Detection in Chest Radiography.
CIARP
Raquel Belo, Joana Rocha, João Pedrosa
2023 J jnl
Lightweight multi-scale classification of chest radiographs via size-specific batch normalization.
Comput. Methods Programs Biomed.
Sofia Cardoso Pereira, Joana Rocha, Aurélio Campilho, Pedro Sousa, Ana Maria Mendonça
2022 C conf
An active learning approach for support device detection in chest radiography images.
ICMV
Raquel Belo, Joana Rocha, Ana Maria Mendonça, Aurélio Campilho
2022 B conf
Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images.
CBMS
Joana Rocha, Sofia Cardoso Pereira, João Pedrosa, Aurélio Campilho, Ana Maria Mendonça
2021 — conf
Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications.
BIBM
Martim Quintas E. Sousa, João Pedrosa, Joana Rocha, Sofia Cardoso Pereira, Ana Maria Mendonça, Aurélio Campilho
2021 — conf
Segmentation of COVID-19 Lesions in CT Images.
BHI
Joana Rocha, Sofia Cardoso Pereira, Aurélio Campilho, Ana Maria Mendonça
2021 J jnl
Self and Peer E-Assessment: A Study on Software Usability.
Int. J. Inf. Commun. Technol. Educ.
Rosalina Babo, Joana Rocha, Ricardo Fitas, Jarkko Suhonen, Markku Tukiainen
2020 — conf
BiblioLab Project: Teachers, Parents and Students' Perspectives About the Usability and Usefulness of an Educational Distance Learning Platform.
TECH-EDU
Joana Rocha, Patrícia Pessoa, J. A. Gomes, X. Sá-Pinto, Joaquim Bernardino Lopes
2020 J jnl
Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images.
J. Medical Syst.
Joana Rocha, António Cunha, Ana Maria Mendonça
2019 — conf
Comparison of Conventional and Deep Learning Based Methods for Pulmonary Nodule Segmentation in CT Images.
EPIA (1)
Joana Rocha, António Cunha, Ana Maria Mendonça
2015 J jnl
Generalized coupled fixed points and its application to a class of systems of functional equations arising in dynamic programming.
Appl. Math. Comput.
Jackie Harjani, Joana Rocha, Kishin B. Sadarangani
2003 — conf
On Monotonic Solutions of an Integral Equation Related with the Chandrasekhar Equation.
ICCSA (1)
Josefa Caballero, Joana Rocha, Kishin B. Sadarangani