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Joana Rocha

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2020 – today

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2024
[j5]
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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: 102737 (2024)
2023
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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: 107558 (2023)
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Joana Rocha, Ana Maria Mendonça, Sofia Cardoso Pereira, Aurélio Campilho:
Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification. BIBM 2023: 4116-4123
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Raquel Belo, Joana Rocha, João Pedrosa:
Leveraging Longitudinal Data for Cardiomegaly and Change Detection in Chest Radiography. CIARP 2023: 434-448
[c8]
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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: 1199-1210
2022
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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: 252-257
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Raquel Belo, Joana Rocha, Ana Maria Mendonça, Aurélio Campilho:
An active learning approach for support device detection in chest radiography images. ICMV 2022
2021
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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): 68-85 (2021)
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Joana Rocha, Sofia Cardoso Pereira, Aurélio Campilho, Ana Maria Mendonça:
Segmentation of COVID-19 Lesions in CT Images. BHI 2021: 1-4
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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: 1791-1798
2020
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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): 81 (2020)
[c3]
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Joana Rocha, Patrícia Pessoa, J. A. Gomes, X. Sá-Pinto, Joaquim Bernardino Lopes:
BiblioLab Project: Teachers, Parents and Students' Perspectives About the Usability and Usefulness of an Educational Distance Learning Platform. TECH-EDU 2020: 90-110

2010 – 2019

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2019
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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: 361-371
2015
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Jackie Harjani, Joana Rocha, Kishin B. Sadarangani:
Generalized coupled fixed points and its application to a class of systems of functional equations arising in dynamic programming. Appl. Math. Comput. 268: 839-843 (2015)

2000 – 2009

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2003
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Josefa Caballero, Joana Rocha, Kishin B. Sadarangani:
On Monotonic Solutions of an Integral Equation Related with the Chandrasekhar Equation. ICCSA (1) 2003: 799-808

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