Ana Maria Mendonça

97 papers A 1B 10C 2Misc 9Journal 25Unranked 47
YearRankTypeTitle / Venue / Authors
2025 J jnl
Grad-CAM: The impact of large receptive fields and other caveats.
Comput. Vis. Image Underst.
Rui Santos, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho
2025 — conf
Multitask Learning Approach for Foveal Avascular Zone Segmentation in OCTA Images.
IbPRIA (2)
Tânia Melo, Ângela Carneiro, Aurélio Campilho, Ana Maria Mendonça
2024 — conf
Anatomically-Guided Inpainting for Local Synthesis of Normal Chest Radiographs.
DGM4MICCAI@MICCAI
João Pedrosa, Sofia Cardoso Pereira, Joana Silva, Ana Maria Mendonça, Aurélio Campilho
2024 J jnl
Automated image label extraction from radiology reports - A review.
Artif. Intell. Medicine
Sofia Cardoso Pereira, Ana Maria Mendonça, Aurélio Campilho, Pedro Sousa, Carla Teixeira Lopes
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 Misc conf
Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening.
IbPRIA
Rui Santos, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho
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 B conf
Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework.
CBMS
João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho
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
2023 B conf
OCT Image Synthesis through Deep Generative Models.
CBMS
Tânia Melo, Jaime S. Cardoso, Ângela Carneiro, Aurélio Campilho, Ana Maria Mendonça
2023 B conf
Semi-supervised Multi-structure Segmentation in Chest X-Ray Imaging.
CBMS
Ricardo Coimbra Brioso, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho
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
2022 — conf
Automatic Label Detection in Chest Radiography Images.
BIOIMAGING
João Pedrosa, Guilherme Aresta, Carlos Ferreira, Ana Maria Mendonça, Aurélio Campilho
2022 Misc conf
Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection.
IbPRIA
João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho
2021 J jnl
Automatic classification of retinal blood vessels based on multilevel thresholding and graph propagation.
Vis. Comput.
Beatriz Remeseiro, Ana Maria Mendonça, Aurélio Campilho
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
2020 — conf
A Multi-dataset Approach for DME Risk Detection in Eye Fundus Images.
ICIAR (2)
Catarina B. Carvalho, João Pedrosa, Carolina Maia, Susana Penas, Ângela Carneiro, Luís Mendonça, Ana Maria Mendonça, Aurélio Campilho
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
2020 J jnl
DR|GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images.
Medical Image Anal.
Teresa Araújo, Guilherme Aresta, Luís Mendonça, Susana Penas, Carolina Maia, Ângela Carneiro, Ana Maria Mendonça, Aurélio Campilho
2020 J jnl
Data Augmentation for Improving Proliferative Diabetic Retinopathy Detection in Eye Fundus Images.
IEEE Access
Teresa Araújo, Guilherme Aresta, Luís Mendonça, Susana Penas, Carolina Maia, Ângela Carneiro, Ana Maria Mendonça, Aurélio Campilho
2020 J jnl
Microaneurysm detection in color eye fundus images for diabetic retinopathy screening.
Comput. Biol. Medicine
Tânia Melo, Ana Maria Mendonça, Aurélio Campilho
2020 — conf
Optic Disc and Fovea Detection in Color Eye Fundus Images.
ICIAR (2)
Ana Maria Mendonça, Tânia Melo, Teresa Araújo, Aurélio Campilho
2019 J jnl
An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans.
Expert Syst. Appl.
Elham Shakibapour, António Cunha, Guilherme Aresta, Ana Maria Mendonça, Aurélio Campilho
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
2019 J jnl
DR|GRADUATE: uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images.
CoRR
Teresa Araújo, Guilherme Aresta, Luís Mendonça, Susana Penas, Carolina Maia, Ângela Carneiro, Ana Maria Mendonça, Aurélio Campilho
2019 Misc conf
EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection.
MVA
Pedro Costa, Teresa Araújo, Guilherme Aresta, Adrian Galdran, Ana Maria Mendonça, Asim Smailagic, Aurélio Campilho
2019 — conf
Uncertainty-Aware Artery/Vein Classification on Retinal Images.
ISBI
Adrian Galdran, Maria Inês Meyer, Pedro Costa, Ana Maria Mendonça, Aurélio Campilho
2018 — conf
A No-Reference Quality Metric for Retinal Vessel Tree Segmentation.
MICCAI (1)
Adrian Galdran, Pedro Costa, Alessandro Bria, Teresa Araújo, Ana Maria Mendonça, Aurélio Campilho
2018 — conf
A Pixel-Wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detection.
MICCAI (2)
Maria Inês Meyer, Adrian Galdran, Ana Maria Mendonça, Aurélio Campilho
2018 B conf
Automatic Characterization of the Serous Retinal Detachment Associated with the Subretinal Fluid Presence in Optical Coherence Tomography Images.
KES
Joaquim de Moura, Jorge Novo, Susana Penas, Marcos Ortega, Jorge Alves Silva, Ana Maria Mendonça
2018 C conf
Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules.
CIARP
Carlos A. Ferreira, António Cunha, Ana Maria Mendonça, Aurélio Campilho
2018 — conf
Creation of Retinal Mosaics for Diabetic Retinopathy Screening: A Comparative Study.
ICIAR
Tânia Melo, Ana Maria Mendonça, Aurélio Campilho
2018 — conf
Deep Convolutional Artery/Vein Classification of Retinal Vessels.
ICIAR
Maria Inês Meyer, Adrian Galdran, Pedro Costa, Ana Maria Mendonça, Aurélio Campilho
2018 J jnl
End-to-End Adversarial Retinal Image Synthesis.
IEEE Trans. Medical Imaging
Pedro Costa, Adrian Galdran, Maria Inês Meyer, Meindert Niemeijer, Michael Abramoff, Ana Maria Mendonça, Aurélio J. C. Campilho
2018 — conf
UOLO - Automatic Object Detection and Segmentation in Biomedical Images.
DLMIA/ML-CDS@MICCAI
Teresa Araújo, Guilherme Aresta, Adrian Galdran, Pedro Costa, Ana Maria Mendonça, Aurélio Campilho
2018 J jnl
UOLO - automatic object detection and segmentation in biomedical images.
CoRR
Teresa Araújo, Guilherme Aresta, Adrian Galdran, Pedro Costa, Ana Maria Mendonça, Aurélio Campilho
2017 — conf
A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images.
ICIAR
Maria Inês Meyer, Pedro Costa, Adrian Galdran, Ana Maria Mendonça, Aurélio Campilho
2017 — conf
Adversarial Synthesis of Retinal Images from Vessel Trees.
ICIAR
Pedro Costa, Adrian Galdran, Maria Inês Meyer, Ana Maria Mendonça, Aurélio Campilho
2017 — conf
Automatic and semi-automatic approaches for arteriolar-to-venular computation in retinal photographs.
Computer-Aided Diagnosis
Ana Maria Mendonça, Beatriz Remeseiro, Behdad Dashtbozorg, Aurélio Campilho
2017 J jnl
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis.
CoRR
Adrian Galdran, Aitor Alvarez-Gila, Maria Inês Meyer, Cristina López Saratxaga, Teresa Araujo, Estíbaliz Garrote, Guilherme Aresta, Pedro Costa, Ana Maria Mendonça, Aurélio J. C. Campilho
2017 — conf
Estimation of retinal vessel caliber using model fitting and random forests.
Computer-Aided Diagnosis
Teresa Araujo, Ana Maria Mendonça, Aurélio Campilho
2017 — conf
Improving Convolutional Neural Network Design via Variable Neighborhood Search.
ICIAR
Teresa Araujo, Guilherme Aresta, Bernardo Almada-Lobo, Ana Maria Mendonça, Aurélio J. C. Campilho
2017 B conf
Objective quality assessment of retinal images based on texture features.
IJCNN
Beatriz Remeseiro, Ana Maria Mendonça, Aurélio J. C. Campilho
2017 J jnl
Towards Adversarial Retinal Image Synthesis.
CoRR
Pedro Costa, Adrian Galdran, Maria Inês Meyer, Michael David Abràmoff, Meindert Niemeijer, Ana Maria Mendonça, Aurélio Campilho
2015 Misc conf
3D lung nodule candidate detection in multiple scales.
MVA
Jorge Novo, Luis Gonçalves, Ana Maria Mendonça, Aurélio J. C. Campilho
2015 — conf
Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation.
ICIAR
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
2015 J jnl
Optic disc segmentation using the sliding band filter.
Comput. Biol. Medicine
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
2014 J jnl
An Automatic Graph-Based Approach for Artery/Vein Classification in Retinal Images.
IEEE Trans. Image Process.
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
2014 — conf
Assessment of vascular changes in retinal images.
MeMeA
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
2014 — conf
Reliable Lung Segmentation Methodology by Including Juxtapleural Nodules.
ICIAR (2)
Jorge Novo, José Rouco, Ana Maria Mendonça, Aurélio J. C. Campilho
2014 — conf
RetinaCAD, a system for the assessment of retinal vascular changes.
EMBC
Behdad Dashtbozorg, Ana Maria Mendonça, Susana Penas, Aurélio J. C. Campilho
2013 B conf
An automatic method for the estimation of Arteriolar-to-Venular Ratio in retinal images.
CBMS
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
2013 Misc conf
Automatic Classification of Retinal Vessels Using Structural and Intensity Information.
IbPRIA
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
2013 — conf
Automatic Estimation of the Arteriolar-to-Venular Ratio in Retinal Images Using a Graph-Based Approach for Artery/Vein Classification.
ICIAR
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
2013 J jnl
Automatic Lane Segmentation in TLC Images Using the Continuous Wavelet Transform.
Comput. Math. Methods Medicine
Bruno M. Moreira, António V. Sousa, Ana Maria Mendonça, Aurélio J. C. Campilho
2013 J jnl
Automatic localization of the optic disc by combining vascular and intensity information.
Comput. Medical Imaging Graph.
Ana Maria Mendonça, António V. Sousa, Luís Mendonça, Aurélio J. C. Campilho
2013 — conf
Correction of Geometrical Distortions in Bands of Chromatography Images.
ICIAR
Bruno M. Moreira, António V. Sousa, Ana Maria Mendonça, Aurélio J. C. Campilho
2013 — conf
Lane Background Removal for the Classification of Thin-Layer Chromatography Images.
ICIAR
Bruno M. Moreira, António V. Sousa, Ana Maria Mendonça, Aurélio J. C. Campilho
2012 — conf
Automatic Lane Detection in Chromatography Images.
ICIAR (2)
Bruno M. Moreira, António V. Sousa, Ana Maria Mendonça, Aurélio J. C. Campilho
2012 — conf
Automatic Localization of the Optic Disc in Retinal Images Based on the Entropy of Vascular Directions.
ICIAR (2)
Ana Maria Mendonça, Filipe Cardoso, António V. Sousa, Aurélio J. C. Campilho
2012 J jnl
Gradient convergence filters and a phase congruency approach for in vivo cell nuclei detection.
Mach. Vis. Appl.
Tiago Esteves, Pedro Quelhas, Ana Maria Mendonça, Aurélio J. C. Campilho
2011 — conf
Arabidopsis Thaliana Automatic Cell File Detection and Cell Length Estimation.
ICIAR (2)
Pedro Quelhas, Jeroen Nieuwland, Walter Dewitte, Ana Maria Mendonça, Jim Murray, Aurélio C. Campilho
2011 B conf
Automatic segmentation of chromatographic images for region of interest delineation.
Image Processing
Ana Maria Mendonça, António V. Sousa, M. Clara Sá Miranda, Aurélio C. Campilho
2011 — conf
Classification-Based Segmentation of the Region of Interest in Chromatographic Images.
ICIAR (2)
António V. Sousa, Ana Maria Mendonça, M. Clara Sá Miranda, Aurélio C. Campilho
2010 B conf
3D Cell Nuclei Fluorescence Quantification Using Sliding Band Filter.
ICPR
Pedro Quelhas, Ana Maria Mendonça, Aurélio C. Campilho
2010 J jnl
Cell Nuclei and Cytoplasm Joint Segmentation Using the Sliding Band Filter.
IEEE Trans. Medical Imaging
Pedro Quelhas, Monica Marcuzzo, Ana Maria Mendonça, Aurélio C. Campilho
2010 — conf
Optical Flow Based Arabidopsis Thaliana Root Meristem Cell Division Detection.
ICIAR (2)
Pedro Quelhas, Ana Maria Mendonça, Aurélio C. Campilho
2009 J jnl
Automated Arabidopsis plant root cell segmentation based on SVM classification and region merging.
Comput. Biol. Medicine
Monica Marcuzzo, Pedro Quelhas, Ana Campilho, Ana Maria Mendonça, Aurélio J. C. Campilho
2009 A conf
Cancer Cell Detection and Invasion Depth Estimation in Brightfield Images.
BMVC
Pedro Quelhas, Monica Marcuzzo, Ana Maria Mendonça, Maria José Oliveira, Aurélio C. Campilho
2009 Misc conf
Cell Division Detection on the Arabidopsis Thaliana Root.
IbPRIA
Monica Marcuzzo, Tiago Guichard, Pedro Quelhas, Ana Maria Mendonça, Aurélio C. Campilho
2009 Misc conf
Chromatographic Pattern Recognition Using Optimized One-Class Classifiers.
IbPRIA
António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho
2009 — conf
Evaluation of Symmetry Enhanced Sliding Band Filter for Plant Cell Nuclei Detection in Low Contrast Noisy Fluorescent Images.
ICIAR
Monica Marcuzzo, Pedro Quelhas, Ana Maria Mendonça, Aurélio C. Campilho
2009 Misc ed.
Pattern Recognition and Image Analysis, 4th Iberian Conference, IbPRIA 2009, Póvoa de Varzim, Portugal, June 10-12, 2009, Proceedings
IbPRIA
Helder Araújo, Ana Maria Mendonça, Armando J. Pinho, M. Inés Torres
2008 — conf
A Hybrid Approach for Arabidopsis Root Cell Image Segmentation.
ICIAR
Monica Marcuzzo, Pedro Quelhas, Ana Campilho, Ana Maria Mendonça, Aurélio C. Campilho
2008 — conf
Automatic cell segmentation from confocal microscopy images of the Arabidopsis root.
ISBI
Monica Marcuzzo, Pedro Quelhas, Ana Campilho, Ana Maria Mendonça, Aurélio C. Campilho
2008 J jnl
Chromatographic Pattern Classification.
IEEE Trans. Biomed. Eng.
António V. Sousa, Ana Maria Mendonça, Aurélio J. C. Campilho
2008 J jnl
Dissimilarity-based classification of chromatographic profiles.
Pattern Anal. Appl.
António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho
2008 — conf
Minimizing the Imbalance Problem in Chromatographic Profile Classification with One-Class Classifiers.
ICIAR
António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho
2008 B conf
Tracking of Arabidopsis thaliana root cells in time-lapse microscopy.
ICPR
Monica Marcuzzo, Pedro Quelhas, Ana Maria Mendonça, Aurélio C. Campilho
2007 — conf
Detection of Lung Nodule Candidates in Chest Radiographs.
IbPRIA (2)
Carlos S. Pereira, Hugo Fernandes, Ana Maria Mendonça, Aurélio C. Campilho
2007 — conf
Evaluation of Contrast Enhancement Filters for Lung Nodule Detection.
ICIAR
Carlos S. Pereira, Ana Maria Mendonça, Aurélio C. Campilho
2007 — ed.
Pattern Recognition and Image Analysis, Third Iberian Conference, IbPRIA 2007, Girona, Spain, June 6-8, 2007, Proceedings, Part I
IbPRIA (1)
Joan Martí, José-Miguel Benedí, Ana Maria Mendonça, Joan Serrat
2007 — ed.
Pattern Recognition and Image Analysis, Third Iberian Conference, IbPRIA 2007, Girona, Spain, June 6-8, 2007, Proceedings, Part II
IbPRIA (2)
Joan Martí, José-Miguel Benedí, Ana Maria Mendonça, Joan Serrat
2006 — conf
A Multiclassifier Approach for Lung Nodule Classification.
ICIAR (2)
Carlos S. Pereira, Luís A. Alexandre, Ana Maria Mendonça, Aurélio C. Campilho
2006 J jnl
Segmentation of retinal blood vessels by combining the detection of centerlines and morphological reconstruction.
IEEE Trans. Medical Imaging
Ana Maria Mendonça, Aurélio C. Campilho
2006 — conf
The Class Imbalance Problem in TLC Image Classification.
ICIAR (2)
António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho
2005 — conf
Feature Extraction for Classification of Thin-Layer Chromatography Images.
ICIAR
António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho, Rui Aguiar, M. Clara Sá Miranda
2004 — conf
Automatic Delimitation of Lung Fields on Chest Radiographs.
ISBI
Ana Maria Mendonça, Jorge Alves Silva, Aurélio C. Campilho
2004 — conf
Automatic Lane and Band Detection in Images of Thin Layer Chromatography.
ICIAR (2)
António V. Sousa, Rui Aguiar, Ana Maria Mendonça, Aurélio C. Campilho
2004 — conf
Detection of Rib Borders on X-ray Chest Radiographs.
ICIAR (2)
Rui Moreira, Ana Maria Mendonça, Aurélio C. Campilho
1999 Misc conf
Automatic Segmentation of Microaneurysms in Retinal Angiograms of Diabetic Patients.
ICIAP
Ana Maria Mendonça, Aurélio C. Campilho, José Manuel Rodrigues Nunes
1994 — conf
A New Similarity Criterion for Retinal Image Registration.
ICIP (3)
Ana Maria Mendonça, Aurélio C. Campilho, José Manuel Rodrigues Nunes
1993 — —
Métodos de tratamento digital de imagem: aplicação no arquivo, processamento e análise de imagens de oftalmologia
Ana Maria Mendonça