Métodos de tratamento digital de imagem: aplicação no arquivo, processamento e análise de imagens de oftalmologia - Ana Maria Mendonça (1993)

A New Similarity Criterion for Retinal Image Registration. - Ana Maria Mendonça; Aurélio C. Campilho; José Manuel Rodrigues Nunes (ICIP (3), 1994)

Automatic Segmentation of Microaneurysms in Retinal Angiograms of Diabetic Patients. - Ana Maria Mendonça; Aurélio C. Campilho; José Manuel Rodrigues Nunes (ICIAP, 1999)

Detection of Rib Borders on X-ray Chest Radiographs. - Rui Moreira; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR (2), 2004)

Automatic Lane and Band Detection in Images of Thin Layer Chromatography. - António V. Sousa; Rui Aguiar; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR (2), 2004)

Automatic Delimitation of Lung Fields on Chest Radiographs. - Ana Maria Mendonça; Jorge Alves Silva; Aurélio C. Campilho (ISBI, 2004)

Feature Extraction for Classification of Thin-Layer Chromatography Images. - António V. Sousa; Ana Maria Mendonça; Aurélio C. Campilho; Rui Aguiar; M. Clara Sá Miranda (ICIAR, 2005)

A Multiclassifier Approach for Lung Nodule Classification. - Carlos S. Pereira; Luís A. Alexandre; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR (2), 2006)

The Class Imbalance Problem in TLC Image Classification. - António V. Sousa; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR (2), 2006)

Segmentation of retinal blood vessels by combining the detection of centerlines and morphological reconstruction. - Ana Maria Mendonça; Aurélio C. Campilho (IEEE Trans. Medical Imaging, 2006)

Detection of Lung Nodule Candidates in Chest Radiographs. - Carlos S. Pereira; Hugo Fernandes; Ana Maria Mendonça; Aurélio C. Campilho (IbPRIA (2), 2007)

Evaluation of Contrast Enhancement Filters for Lung Nodule Detection. - Carlos S. Pereira; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR, 2007)

A Hybrid Approach for Arabidopsis Root Cell Image Segmentation. - Monica Marcuzzo; Pedro Quelhas; Ana Campilho; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR, 2008)

Minimizing the Imbalance Problem in Chromatographic Profile Classification with One-Class Classifiers. - António V. Sousa; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR, 2008)

Tracking of Arabidopsis thaliana root cells in time-lapse microscopy. - Monica Marcuzzo; Pedro Quelhas; Ana Maria Mendonça; Aurélio C. Campilho (ICPR, 2008)

Automatic cell segmentation from confocal microscopy images of the Arabidopsis root. - Monica Marcuzzo; Pedro Quelhas; Ana Campilho; Ana Maria Mendonça; Aurélio C. Campilho (ISBI, 2008)

Dissimilarity-based classification of chromatographic profiles. - António V. Sousa; Ana Maria Mendonça; Aurélio C. Campilho (Pattern Anal. Appl., 2008)

Chromatographic Pattern Classification. - António V. Sousa; Ana Maria Mendonça; Aurélio J. C. Campilho (IEEE Trans. Biomed. Eng., 2008)

Cancer Cell Detection and Invasion Depth Estimation in Brightfield Images. - Pedro Quelhas; Monica Marcuzzo; Ana Maria Mendonça; Maria José Oliveira; Aurélio C. Campilho (BMVC, 2009)

Cell Division Detection on the Arabidopsis Thaliana Root. - Monica Marcuzzo; Tiago Guichard; Pedro Quelhas; Ana Maria Mendonça; Aurélio C. Campilho (IbPRIA, 2009)

Chromatographic Pattern Recognition Using Optimized One-Class Classifiers. - António V. Sousa; Ana Maria Mendonça; Aurélio C. Campilho (IbPRIA, 2009)

Evaluation of Symmetry Enhanced Sliding Band Filter for Plant Cell Nuclei Detection in Low Contrast Noisy Fluorescent Images. - Monica Marcuzzo; Pedro Quelhas; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR, 2009)

Automated Arabidopsis plant root cell segmentation based on SVM classification and region merging. - Monica Marcuzzo; Pedro Quelhas; Ana Campilho; Ana Maria Mendonça; Aurélio J. C. Campilho (Comput. Biol. Medicine, 2009)

Optical Flow Based Arabidopsis Thaliana Root Meristem Cell Division Detection. - Pedro Quelhas; Ana Maria Mendonça; Aurélio C. Campilho (ICIAR (2), 2010)

3D Cell Nuclei Fluorescence Quantification Using Sliding Band Filter. - Pedro Quelhas; Ana Maria Mendonça; Aurélio C. Campilho (ICPR, 2010)

Cell Nuclei and Cytoplasm Joint Segmentation Using the Sliding Band Filter. - Pedro Quelhas; Monica Marcuzzo; Ana Maria Mendonça; Aurélio C. Campilho (IEEE Trans. Medical Imaging, 2010)

Arabidopsis Thaliana Automatic Cell File Detection and Cell Length Estimation. - Pedro Quelhas; Jeroen Nieuwland; Walter Dewitte; Ana Maria Mendonça; Jim Murray; Aurélio C. Campilho (ICIAR (2), 2011)

Classification-Based Segmentation of the Region of Interest in Chromatographic Images. - António V. Sousa; Ana Maria Mendonça; M. Clara Sá Miranda; Aurélio C. Campilho (ICIAR (2), 2011)

Automatic segmentation of chromatographic images for region of interest delineation. - Ana Maria Mendonça; António V. Sousa; M. Clara Sá Miranda; Aurélio C. Campilho (Image Processing, 2011)

Automatic Localization of the Optic Disc in Retinal Images Based on the Entropy of Vascular Directions. - Ana Maria Mendonça; Filipe Cardoso; António V. Sousa; Aurélio J. C. Campilho (ICIAR (2), 2012)

Automatic Lane Detection in Chromatography Images. - Bruno M. Moreira; António V. Sousa; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR (2), 2012)

Gradient convergence filters and a phase congruency approach for in vivo cell nuclei detection. - Tiago Esteves; Pedro Quelhas; Ana Maria Mendonça; Aurélio J. C. Campilho (Mach. Vis. Appl., 2012)

An automatic method for the estimation of Arteriolar-to-Venular Ratio in retinal images. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (CBMS, 2013)

Automatic Classification of Retinal Vessels Using Structural and Intensity Information. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (IbPRIA, 2013)

Automatic Estimation of the Arteriolar-to-Venular Ratio in Retinal Images Using a Graph-Based Approach for Artery/Vein Classification. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR, 2013)

Correction of Geometrical Distortions in Bands of Chromatography Images. - Bruno M. Moreira; António V. Sousa; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR, 2013)

Lane Background Removal for the Classification of Thin-Layer Chromatography Images. - Bruno M. Moreira; António V. Sousa; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR, 2013)

Automatic localization of the optic disc by combining vascular and intensity information. - Ana Maria Mendonça; António V. Sousa; Luís Mendonça; Aurélio J. C. Campilho (Comput. Medical Imaging Graph., 2013)

Automatic Lane Segmentation in TLC Images Using the Continuous Wavelet Transform. - Bruno M. Moreira; António V. Sousa; Ana Maria Mendonça; Aurélio J. C. Campilho (Comput. Math. Methods Medicine, 2013)

RetinaCAD, a system for the assessment of retinal vascular changes. - Behdad Dashtbozorg; Ana Maria Mendonça; Susana Penas; Aurélio J. C. Campilho (EMBC, 2014)

Reliable Lung Segmentation Methodology by Including Juxtapleural Nodules. - Jorge Novo; José Rouco; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR (2), 2014)

Assessment of vascular changes in retinal images. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (MeMeA, 2014)

An Automatic Graph-Based Approach for Artery/Vein Classification in Retinal Images. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (IEEE Trans. Image Process., 2014)

Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR, 2015)

3D lung nodule candidate detection in multiple scales. - Jorge Novo; Luis Gonçalves; Ana Maria Mendonça; Aurélio J. C. Campilho (MVA, 2015)

Optic disc segmentation using the sliding band filter. - Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio J. C. Campilho (Comput. Biol. Medicine, 2015)

Improving Convolutional Neural Network Design via Variable Neighborhood Search. - Teresa Araujo; Guilherme Aresta; Bernardo Almada-Lobo; Ana Maria Mendonça; Aurélio J. C. Campilho (ICIAR, 2017)

Adversarial Synthesis of Retinal Images from Vessel Trees. - Pedro Costa 005; Adrian Galdran; Maria Inês Meyer; Ana Maria Mendonça; Aurélio Campilho (ICIAR, 2017)

A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images. - Maria Inês Meyer; Pedro Costa 005; Adrian Galdran; Ana Maria Mendonça; Aurélio Campilho (ICIAR, 2017)

Objective quality assessment of retinal images based on texture features. - Beatriz Remeseiro; Ana Maria Mendonça; Aurélio J. C. Campilho (IJCNN, 2017)

Estimation of retinal vessel caliber using model fitting and random forests. - Teresa Araujo; Ana Maria Mendonça; Aurélio Campilho (Computer-Aided Diagnosis, 2017)

Automatic and semi-automatic approaches for arteriolar-to-venular computation in retinal photographs. - Ana Maria Mendonça; Beatriz Remeseiro; Behdad Dashtbozorg; Aurélio Campilho (Computer-Aided Diagnosis, 2017)

Towards Adversarial Retinal Image Synthesis. - Pedro Costa 005; Adrian Galdran; Maria Inês Meyer; Michael David Abràmoff; Meindert Niemeijer; Ana Maria Mendonça; Aurélio Campilho (CoRR, 2017)

Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis. - Adrian Galdran; Aitor Alvarez-Gila; Maria Inês Meyer; Cristina López Saratxaga; Teresa Araujo; Estíbaliz Garrote; Guilherme Aresta; Pedro Costa 005; Ana Maria Mendonça; Aurélio J. C. Campilho (CoRR, 2017)

Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules. - Carlos A. Ferreira; António Cunha; Ana Maria Mendonça; Aurélio Campilho (CIARP, 2018)

Creation of Retinal Mosaics for Diabetic Retinopathy Screening: A Comparative Study. - Tânia Melo; Ana Maria Mendonça; Aurélio Campilho (ICIAR, 2018)

Deep Convolutional Artery/Vein Classification of Retinal Vessels. - Maria Inês Meyer; Adrian Galdran; Pedro Costa 005; Ana Maria Mendonça; Aurélio Campilho (ICIAR, 2018)

Automatic Characterization of the Serous Retinal Detachment Associated with the Subretinal Fluid Presence in Optical Coherence Tomography Images. - Joaquim de Moura; Jorge Novo; Susana Penas; Marcos Ortega 001; Jorge Alves Silva; Ana Maria Mendonça (KES, 2018)

UOLO - Automatic Object Detection and Segmentation in Biomedical Images. - Teresa Araújo; Guilherme Aresta; Adrian Galdran; Pedro Costa 005; Ana Maria Mendonça; Aurélio Campilho (DLMIA/ML-CDS@MICCAI, 2018)

A No-Reference Quality Metric for Retinal Vessel Tree Segmentation. - Adrian Galdran; Pedro Costa 005; Alessandro Bria; Teresa Araújo; Ana Maria Mendonça; Aurélio Campilho (MICCAI (1), 2018)

A Pixel-Wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detection. - Maria Inês Meyer; Adrian Galdran; Ana Maria Mendonça; Aurélio Campilho (MICCAI (2), 2018)

End-to-End Adversarial Retinal Image Synthesis. - Pedro Costa 005; Adrian Galdran; Maria Inês Meyer; Meindert Niemeijer; Michael Abramoff; Ana Maria Mendonça; Aurélio J. C. Campilho (IEEE Trans. Medical Imaging, 2018)

Comparison of Conventional and Deep Learning Based Methods for Pulmonary Nodule Segmentation in CT Images. - Joana Rocha; António Cunha; Ana Maria Mendonça (EPIA (1), 2019)

Uncertainty-Aware Artery/Vein Classification on Retinal Images. - Adrian Galdran; Maria Inês Meyer; Pedro Costa 005; Ana Maria Mendonça; Aurélio Campilho (ISBI, 2019)

EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection. - Pedro Costa 005; Teresa Araújo; Guilherme Aresta; Adrian Galdran; Ana Maria Mendonça; Asim Smailagic; Aurélio Campilho (MVA, 2019)

An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans. - Elham Shakibapour; António Cunha; Guilherme Aresta; Ana Maria Mendonça; Aurélio Campilho (Expert Syst. Appl., 2019)

A Multi-dataset Approach for DME Risk Detection in Eye Fundus Images. - Catarina B. Carvalho; João Pedrosa; Carolina Maia; Susana Penas; Ângela Carneiro; Luís Mendonça; Ana Maria Mendonça; Aurélio Campilho (ICIAR (2), 2020)

Optic Disc and Fovea Detection in Color Eye Fundus Images. - Ana Maria Mendonça; Tânia Melo; Teresa Araújo; Aurélio Campilho (ICIAR (2), 2020)

Data Augmentation for Improving Proliferative Diabetic Retinopathy Detection in Eye Fundus Images. - Teresa Araújo; Guilherme Aresta; Luís Mendonça; Susana Penas; Carolina Maia; Ângela Carneiro; Ana Maria Mendonça; Aurélio Campilho (IEEE Access, 2020)

Microaneurysm detection in color eye fundus images for diabetic retinopathy screening. - Tânia Melo; Ana Maria Mendonça; Aurélio Campilho (Comput. Biol. Medicine, 2020)

Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images. - Joana Rocha; António Cunha; Ana Maria Mendonça (J. Medical Syst., 2020)

DR|GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images. - Teresa Araújo; Guilherme Aresta; Luís Mendonça; Susana Penas; Carolina Maia; Ângela Carneiro; Ana Maria Mendonça; Aurélio Campilho (Medical Image Anal., 2020)

Segmentation of COVID-19 Lesions in CT Images. - Joana Rocha; Sofia Cardoso Pereira; Aurélio Campilho; Ana Maria Mendonça (BHI, 2021)

Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications. - Martim Quintas E. Sousa; João Pedrosa; Joana Rocha; Sofia Cardoso Pereira; Ana Maria Mendonça; Aurélio Campilho (BIBM, 2021)

Automatic classification of retinal blood vessels based on multilevel thresholding and graph propagation. - Beatriz Remeseiro; Ana Maria Mendonça; Aurélio Campilho (Vis. Comput., 2021)

Automatic Label Detection in Chest Radiography Images. - João Pedrosa; Guilherme Aresta; Carlos A. Ferreira; Ana Maria Mendonça; Aurélio Campilho (BIOIMAGING, 2022)

Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images. - Joana Rocha; Sofia Cardoso Pereira; João Pedrosa; Aurélio Campilho; Ana Maria Mendonça (CBMS, 2022)

Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection. - João Pedrosa; Pedro Sousa; Joana Silva 001; Ana Maria Mendonça; Aurélio Campilho (IbPRIA, 2022)

An active learning approach for support device detection in chest radiography images. - Raquel Belo; Joana Rocha; Ana Maria Mendonça; Aurélio Campilho (ICMV, 2022)

Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification. - Joana Rocha; Ana Maria Mendonça; Sofia Cardoso Pereira; Aurélio Campilho (BIBM, 2023)

Semi-supervised Multi-structure Segmentation in Chest X-Ray Imaging. - Ricardo Coimbra Brioso; João Pedrosa; Ana Maria Mendonça; Aurélio Campilho (CBMS, 2023)

OCT Image Synthesis through Deep Generative Models. - Tânia Melo; Jaime S. Cardoso 001; Ângela Carneiro; Aurélio Campilho; Ana Maria Mendonça (CBMS, 2023)

Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework. - João Pedrosa; Pedro Sousa; Joana Silva 001; Ana Maria Mendonça; Aurélio Campilho (CBMS, 2023)

Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening. - Rui Santos; João Pedrosa; Ana Maria Mendonça; Aurélio Campilho (IbPRIA, 2023)

Addressing Chest Radiograph Projection Bias in Deep Classification Models. - Sofia Cardoso Pereira; Joana Rocha; Alex Gaudio; Asim Smailagic; Aurélio Campilho; Ana Maria Mendonça (MIDL, 2023)

Lightweight multi-scale classification of chest radiographs via size-specific batch normalization. - Sofia Cardoso Pereira; Joana Rocha; Aurélio Campilho; Pedro Sousa; Ana Maria Mendonça (Comput. Methods Programs Biomed., 2023)

DeepClean - Contrastive Learning Towards Quality Assessment in Large-Scale CXR Data Sets. - Sofia Cardoso Pereira; João Pedrosa; Joana Rocha; Pedro Sousa; Aurélio Campilho; Ana Maria Mendonça (BIBM, 2024)

Anatomically-Guided Inpainting for Local Synthesis of Normal Chest Radiographs. - João Pedrosa; Sofia Cardoso Pereira; Joana Silva 001; Ana Maria Mendonça; Aurélio Campilho (DGM4MICCAI@MICCAI, 2024)

Automated image label extraction from radiology reports - A review. - Sofia Cardoso Pereira; Ana Maria Mendonça; Aurélio Campilho; Pedro Sousa; Carla Teixeira Lopes (Artif. Intell. Medicine, 2024)

STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images. - Joana Rocha; Sofia Cardoso Pereira; João Pedrosa; Aurélio Campilho; Ana Maria Mendonça (Artif. Intell. Medicine, 2024)

Multitask Learning Approach for Foveal Avascular Zone Segmentation in OCTA Images. - Tânia Melo; Ângela Carneiro; Aurélio Campilho; Ana Maria Mendonça (IbPRIA (2), 2025)

Grad-CAM: The impact of large receptive fields and other caveats. - Rui Santos; João Pedrosa; Ana Maria Mendonça; Aurélio Campilho (Comput. Vis. Image Underst., 2025)