Prof. Ana Maria Mendonça Profile

Prof. Ana Maria Mendonça

at Univ do Porto

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Author

Publications (5)

Proceedings Article | 7 June 2023 Paper

An active learning approach for support device detection in chest radiography images

Raquel Belo, Joana Rocha, Ana Maria Mendonça, Aurélio Campilho

Proceedings Volume 12701, 127010X (2023) https://doi.org/10.1117/12.2679310

KEYWORDS: Data modeling, Chest imaging, Radiography, Performance modeling, Chest, Active learning, Statistical modeling, Pathology, Image classification

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SPIE Journal Paper | 21 February 2023

Retinal layer and fluid segmentation in optical coherence tomography images using a hierarchical framework

Tânia Melo, Ângela Carneiro, Aurélio Campilho, Ana Maria Mendonça

JMI, Vol. 10, Issue 01, 014006, (February 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.1.014006

KEYWORDS: Image segmentation, Education and training, Optical coherence tomography, Retina, Matrices, Lithium, Deep learning, Retinal diseases, Performance modeling, Cross validation

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Proceedings Article | 3 March 2017 Paper

Automatic and semi-automatic approaches for arteriolar-to-venular computation in retinal photographs

Ana Maria Mendonça, Beatriz Remeseiro, Behdad Dashtbozorg, Aurélio Campilho

Proceedings Volume 10134, 101341L (2017) https://doi.org/10.1117/12.2255096

KEYWORDS: Image segmentation, Computational imaging, Image classification, Eye, Retina, Arteries, Veins, Error analysis, Algorithm development

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Proceedings Article | 3 March 2017 Presentation + Paper

Estimation of retinal vessel caliber using model fitting and random forests

Teresa Araújo, Ana Maria Mendonça, Aurélio Campilho

Proceedings Volume 10134, 101341K (2017) https://doi.org/10.1117/12.2252025

KEYWORDS: Eye models, Image segmentation, Solid modeling, Eye, Image processing, Medical imaging, Computer aided diagnosis and therapy, Machine learning, Image quality, Image resolution, Data modeling, Pathology, Performance modeling, Image analysis, Image processing algorithms and systems, Error analysis

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Proceedings Article | 15 March 2011 Paper

Automatic segmentation of chromatographic images for region of interest delineation

Ana Mendonça, António Sousa, M. Clara Sá-Miranda, Aurélio Campilho

Proceedings Volume 7962, 79623B (2011) https://doi.org/10.1117/12.877671

KEYWORDS: Image segmentation, Image processing, Expectation maximization algorithms, RGB color model, Principal component analysis, Colorimetry, Feature extraction, Image analysis, Data processing, Machine learning

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