Ana Maria Mendonça

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 46

Top Topics

Diabetic Retinopathy

Image Synthesis

Top Venues

Publications

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 (2024)
Sofia Cardoso Pereira, Ana Maria Mendonça, Aurélio Campilho, Pedro Sousa, Carla Teixeira Lopes
Automated image label extraction from radiology reports - A review. Artif. Intell. Medicine 149 (2024)
Ricardo Coimbra Brioso, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho
Semi-supervised Multi-structure Segmentation in Chest X-Ray Imaging. CBMS (2023)
Rui Santos, João Pedrosa, Ana Maria Mendonça, Aurélio Campilho
Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening. IbPRIA (2023)
Joana Rocha, Ana Maria Mendonça, Sofia Cardoso Pereira, Aurélio Campilho
Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification. BIBM (2023)
Tânia Melo, Jaime S. Cardoso, Ângela Carneiro, Aurélio Campilho, Ana Maria Mendonça
OCT Image Synthesis through Deep Generative Models. CBMS (2023)
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 (2023)
João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho
Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework. CBMS (2023)
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)
João Pedrosa, Guilherme Aresta, Carlos A. Ferreira, Ana Maria Mendonça, Aurélio Campilho
Automatic Label Detection in Chest Radiography Images. BIOIMAGING (2022)
João Pedrosa, Pedro Sousa, Joana Silva, Ana Maria Mendonça, Aurélio Campilho
Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection. IbPRIA (2022)
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)
Beatriz Remeseiro, Ana Maria Mendonça, Aurélio Campilho
Automatic classification of retinal blood vessels based on multilevel thresholding and graph propagation. Vis. Comput. 37 (6) (2021)
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)
Joana Rocha, Sofia Cardoso Pereira, Aurélio Campilho, Ana Maria Mendonça
Segmentation of COVID-19 Lesions in CT Images. BHI (2021)
Teresa Araújo, Guilherme Aresta, Luís Mendonça, Susana Penas, Carolina Maia, Ângela Carneiro, Ana Maria Mendonça, Aurélio Campilho
DR|GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images. Medical Image Anal. 63 (2020)
Catarina B. Carvalho, João Pedrosa, Carolina Maia, Susana Penas, Ângela Carneiro, Luís Mendonça, Ana Maria Mendonça, Aurélio Campilho
A Multi-dataset Approach for DME Risk Detection in Eye Fundus Images. ICIAR (2) (2020)
Ana Maria Mendonça, Tânia Melo, Teresa Araújo, Aurélio Campilho
Optic Disc and Fovea Detection in Color Eye Fundus Images. ICIAR (2) (2020)
Teresa Araújo, Guilherme Aresta, Luís Mendonça, Susana Penas, Carolina Maia, Ângela Carneiro, Ana Maria Mendonça, Aurélio Campilho
Data Augmentation for Improving Proliferative Diabetic Retinopathy Detection in Eye Fundus Images. IEEE Access 8 (2020)
Tânia Melo, Ana Maria Mendonça, Aurélio Campilho
Microaneurysm detection in color eye fundus images for diabetic retinopathy screening. Comput. Biol. Medicine 126 (2020)
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) (2020)
Adrian Galdran, Maria Inês Meyer, Pedro Costa, Ana Maria Mendonça, Aurélio Campilho
Uncertainty-Aware Artery/Vein Classification on Retinal Images. ISBI (2019)
Pedro Costa, Teresa Araújo, Guilherme Aresta, Adrian Galdran, Ana Maria Mendonça, Asim Smailagic, Aurélio Campilho
EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection. MVA (2019)
Teresa Araújo, Guilherme Aresta, Luís Mendonça, Susana Penas, Carolina Maia, Ângela Carneiro, Ana Maria Mendonça, Aurélio Campilho
DR|GRADUATE: uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images. CoRR (2019)
Elham Shakibapour, António Cunha, Guilherme Aresta, Ana Maria Mendonça, Aurélio Campilho
An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans. Expert Syst. Appl. 119 (2019)
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)
Carlos A. Ferreira, António Cunha, Ana Maria Mendonça, Aurélio Campilho
Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules. CIARP (2018)
Joaquim de Moura, Jorge Novo, Susana Penas, Marcos Ortega, Jorge Alves Silva, Ana Maria Mendonça
Automatic Characterization of the Serous Retinal Detachment Associated with the Subretinal Fluid Presence in Optical Coherence Tomography Images. KES (2018)
Maria Inês Meyer, Adrian Galdran, Pedro Costa, Ana Maria Mendonça, Aurélio Campilho
Deep Convolutional Artery/Vein Classification of Retinal Vessels. ICIAR (2018)
Teresa Araújo, Guilherme Aresta, Adrian Galdran, Pedro Costa, Ana Maria Mendonça, Aurélio Campilho
UOLO - Automatic Object Detection and Segmentation in Biomedical Images. DLMIA/ML-CDS@MICCAI (2018)
Maria Inês Meyer, Adrian Galdran, Ana Maria Mendonça, Aurélio Campilho
A Pixel-Wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detection. MICCAI (2) (2018)
Teresa Araújo, Guilherme Aresta, Adrian Galdran, Pedro Costa, Ana Maria Mendonça, Aurélio Campilho
UOLO - automatic object detection and segmentation in biomedical images. CoRR (2018)
Pedro Costa, Adrian Galdran, Maria Inês Meyer, Meindert Niemeijer, Michael Abramoff, Ana Maria Mendonça, Aurélio J. C. Campilho
End-to-End Adversarial Retinal Image Synthesis. IEEE Trans. Medical Imaging 37 (3) (2018)
Tânia Melo, Ana Maria Mendonça, Aurélio Campilho
Creation of Retinal Mosaics for Diabetic Retinopathy Screening: A Comparative Study. ICIAR (2018)
Adrian Galdran, Pedro Costa, Alessandro Bria, Teresa Araújo, Ana Maria Mendonça, Aurélio Campilho
A No-Reference Quality Metric for Retinal Vessel Tree Segmentation. MICCAI (1) (2018)
Ana Maria Mendonça, Beatriz Remeseiro, Behdad Dashtbozorg, Aurélio Campilho
Automatic and semi-automatic approaches for arteriolar-to-venular computation in retinal photographs. Medical Imaging: Computer-Aided Diagnosis (2017)
Maria Inês Meyer, Pedro Costa, Adrian Galdran, Ana Maria Mendonça, Aurélio Campilho
A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images. ICIAR (2017)
Beatriz Remeseiro, Ana Maria Mendonça, Aurélio J. C. Campilho
Objective quality assessment of retinal images based on texture features. IJCNN (2017)
Pedro Costa, Adrian Galdran, Maria Inês Meyer, Ana Maria Mendonça, Aurélio Campilho
Adversarial Synthesis of Retinal Images from Vessel Trees. ICIAR (2017)
Teresa Araujo, Ana Maria Mendonça, Aurélio Campilho
Estimation of retinal vessel caliber using model fitting and random forests. Medical Imaging: Computer-Aided Diagnosis (2017)
Teresa Araujo, Guilherme Aresta, Bernardo Almada-Lobo, Ana Maria Mendonça, Aurélio J. C. Campilho
Improving Convolutional Neural Network Design via Variable Neighborhood Search. ICIAR (2017)
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
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis. CoRR (2017)
Pedro Costa, Adrian Galdran, Maria Inês Meyer, Michael David Abràmoff, Meindert Niemeijer, Ana Maria Mendonça, Aurélio Campilho
Towards Adversarial Retinal Image Synthesis. CoRR (2017)
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
Optic disc segmentation using the sliding band filter. Comput. Biol. Medicine 56 (2015)
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation. ICIAR (2015)
Jorge Novo, Luis Gonçalves, Ana Maria Mendonça, Aurélio J. C. Campilho
3D lung nodule candidate detection in multiple scales. MVA (2015)
Behdad Dashtbozorg, Ana Maria Mendonça, Susana Penas, Aurélio J. C. Campilho
RetinaCAD, a system for the assessment of retinal vascular changes. EMBC (2014)
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
An Automatic Graph-Based Approach for Artery/Vein Classification in Retinal Images. IEEE Trans. Image Process. 23 (3) (2014)
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
Assessment of vascular changes in retinal images. MeMeA (2014)
Jorge Novo, José Rouco, Ana Maria Mendonça, Aurélio J. C. Campilho
Reliable Lung Segmentation Methodology by Including Juxtapleural Nodules. ICIAR (2) (2014)
Ana Maria Mendonça, António V. Sousa, Luís Mendonça, Aurélio J. C. Campilho
Automatic localization of the optic disc by combining vascular and intensity information. Comput. Medical Imaging Graph. 37 (5-6) (2013)
Bruno M. Moreira, António V. Sousa, Ana Maria Mendonça, Aurélio J. C. Campilho
Correction of Geometrical Distortions in Bands of Chromatography Images. ICIAR (2013)
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
Automatic Estimation of the Arteriolar-to-Venular Ratio in Retinal Images Using a Graph-Based Approach for Artery/Vein Classification. ICIAR (2013)
Bruno M. Moreira, António V. Sousa, Ana Maria Mendonça, Aurélio J. C. Campilho
Lane Background Removal for the Classification of Thin-Layer Chromatography Images. ICIAR (2013)
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
An automatic method for the estimation of Arteriolar-to-Venular Ratio in retinal images. CBMS (2013)
Behdad Dashtbozorg, Ana Maria Mendonça, Aurélio J. C. Campilho
Automatic Classification of Retinal Vessels Using Structural and Intensity Information. IbPRIA (2013)
Bruno M. Moreira, António V. Sousa, Ana Maria Mendonça, Aurélio J. C. Campilho
Automatic Lane Segmentation in TLC Images Using the Continuous Wavelet Transform. Comput. Math. Methods Medicine 2013 (2013)
Ana Maria Mendonça, Filipe Cardoso, António V. Sousa, Aurélio J. C. Campilho
Automatic Localization of the Optic Disc in Retinal Images Based on the Entropy of Vascular Directions. ICIAR (2) (2012)
Bruno M. Moreira, António V. Sousa, Ana Maria Mendonça, Aurélio J. C. Campilho
Automatic Lane Detection in Chromatography Images. ICIAR (2) (2012)
Tiago Esteves, Pedro Quelhas, Ana Maria Mendonça, Aurélio J. C. Campilho
Gradient convergence filters and a phase congruency approach for in vivo cell nuclei detection. Mach. Vis. Appl. 23 (4) (2012)
Pedro Quelhas, Jeroen Nieuwland, Walter Dewitte, Ana Maria Mendonça, Jim Murray, Aurélio C. Campilho
Arabidopsis Thaliana Automatic Cell File Detection and Cell Length Estimation. ICIAR (2) (2011)
António V. Sousa, Ana Maria Mendonça, M. Clara Sá Miranda, Aurélio C. Campilho
Classification-Based Segmentation of the Region of Interest in Chromatographic Images. ICIAR (2) (2011)
Ana Maria Mendonça, António V. Sousa, M. Clara Sá Miranda, Aurélio C. Campilho
Automatic segmentation of chromatographic images for region of interest delineation. Medical Imaging: Image Processing (2011)
Pedro Quelhas, Ana Maria Mendonça, Aurélio C. Campilho
Optical Flow Based Arabidopsis Thaliana Root Meristem Cell Division Detection. ICIAR (2) (2010)
Pedro Quelhas, Monica Marcuzzo, Ana Maria Mendonça, Aurélio C. Campilho
Cell Nuclei and Cytoplasm Joint Segmentation Using the Sliding Band Filter. IEEE Trans. Medical Imaging 29 (8) (2010)
Pedro Quelhas, Ana Maria Mendonça, Aurélio C. Campilho
3D Cell Nuclei Fluorescence Quantification Using Sliding Band Filter. ICPR (2010)
Monica Marcuzzo, Pedro Quelhas, Ana Maria Mendonça, Aurélio C. Campilho
Evaluation of Symmetry Enhanced Sliding Band Filter for Plant Cell Nuclei Detection in Low Contrast Noisy Fluorescent Images. ICIAR (2009)
Monica Marcuzzo, Pedro Quelhas, Ana Campilho, Ana Maria Mendonça, Aurélio J. C. Campilho
Automated Arabidopsis plant root cell segmentation based on SVM classification and region merging. Comput. Biol. Medicine 39 (9) (2009)
Pedro Quelhas, Monica Marcuzzo, Ana Maria Mendonça, Maria José Oliveira, Aurélio C. Campilho
Cancer Cell Detection and Invasion Depth Estimation in Brightfield Images. BMVC (2009)
Monica Marcuzzo, Tiago Guichard, Pedro Quelhas, Ana Maria Mendonça, Aurélio C. Campilho
Cell Division Detection on the Arabidopsis Thaliana Root. IbPRIA (2009)
António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho
Chromatographic Pattern Recognition Using Optimized One-Class Classifiers. IbPRIA (2009)
Monica Marcuzzo, Pedro Quelhas, Ana Campilho, Ana Maria Mendonça, Aurélio C. Campilho
Automatic cell segmentation from confocal microscopy images of the Arabidopsis root. ISBI (2008)
António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho
Dissimilarity-based classification of chromatographic profiles. Pattern Anal. Appl. 11 (3-4) (2008)
Monica Marcuzzo, Pedro Quelhas, Ana Campilho, Ana Maria Mendonça, Aurélio C. Campilho
A Hybrid Approach for Arabidopsis Root Cell Image Segmentation. ICIAR (2008)
António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho
Minimizing the Imbalance Problem in Chromatographic Profile Classification with One-Class Classifiers. ICIAR (2008)
Monica Marcuzzo, Pedro Quelhas, Ana Maria Mendonça, Aurélio C. Campilho
Tracking of Arabidopsis thaliana root cells in time-lapse microscopy. ICPR (2008)
António V. Sousa, Ana Maria Mendonça, Aurélio J. C. Campilho
Chromatographic Pattern Classification. IEEE Trans. Biomed. Eng. 55 (6) (2008)
Carlos S. Pereira, Hugo Fernandes, Ana Maria Mendonça, Aurélio C. Campilho
Detection of Lung Nodule Candidates in Chest Radiographs. IbPRIA (2) (2007)
Carlos S. Pereira, Ana Maria Mendonça, Aurélio C. Campilho
Evaluation of Contrast Enhancement Filters for Lung Nodule Detection. ICIAR (2007)
Ana Maria Mendonça, Aurélio C. Campilho
Segmentation of retinal blood vessels by combining the detection of centerlines and morphological reconstruction. IEEE Trans. Medical Imaging 25 (9) (2006)
Carlos S. Pereira, Luís A. Alexandre, Ana Maria Mendonça, Aurélio C. Campilho
A Multiclassifier Approach for Lung Nodule Classification. ICIAR (2) (2006)
António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho
The Class Imbalance Problem in TLC Image Classification. ICIAR (2) (2006)
António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho, Rui Aguiar, M. Clara Sá Miranda
Feature Extraction for Classification of Thin-Layer Chromatography Images. ICIAR (2005)
Ana Maria Mendonça, Jorge Alves Silva, Aurélio C. Campilho
Automatic Delimitation of Lung Fields on Chest Radiographs. ISBI (2004)
António V. Sousa, Rui Aguiar, Ana Maria Mendonça, Aurélio C. Campilho
Automatic Lane and Band Detection in Images of Thin Layer Chromatography. ICIAR (2) (2004)
Rui Moreira, Ana Maria Mendonça, Aurélio C. Campilho
Detection of Rib Borders on X-ray Chest Radiographs. ICIAR (2) (2004)
Ana Maria Mendonça, Aurélio C. Campilho, José Manuel Rodrigues Nunes
Automatic Segmentation of Microaneurysms in Retinal Angiograms of Diabetic Patients. ICIAP (1999)
Ana Maria Mendonça, Aurélio C. Campilho, José Manuel Rodrigues Nunes
A New Similarity Criterion for Retinal Image Registration. ICIP (3) (1994)