Ana Maria Mendonça

Artif. Intell. Medicine, January, 2024

2023

Lightweight multi-scale classification of chest radiographs via size-specific batch normalization.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., June, 2023

Addressing Chest Radiograph Projection Bias in Deep Classification Models.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging with Deep Learning, 2023

Automatic Eye-Tracking-Assisted Chest Radiography Pathology Screening.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

OCT Image Synthesis through Deep Generative Models.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Semi-supervised Multi-structure Segmentation in Chest X-Ray Imaging.

[BibT_eX]

[DOI]

Ricardo Coimbra Brioso

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

Confident-CAM: Improving Heat Map Interpretation in Chest X-Ray Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Attention-driven Spatial Transformer Network for Abnormality Detection in Chest X-Ray Images.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022

Automatic Label Detection in Chest Radiography Images.

[BibT_eX]

[DOI]

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

Automatic classification of retinal blood vessels based on multilevel thresholding and graph propagation.

[BibT_eX]

[DOI]

Beatriz Remeseiro

Vis. Comput., 2021

Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications.

[BibT_eX]

[DOI]

Martim Quintas E. Sousa

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Segmentation of COVID-19 Lesions in CT Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020

DR|GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images.

[BibT_eX]

[DOI]

Medical Image Anal., 2020

Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images.

[BibT_eX]

[DOI]

António Cunha

J. Medical Syst., 2020

Microaneurysm detection in color eye fundus images for diabetic retinopathy screening.

[BibT_eX]

[DOI]

Tânia Melo

Comput. Biol. Medicine, 2020

Data Augmentation for Improving Proliferative Diabetic Retinopathy Detection in Eye Fundus Images.

[BibT_eX]

[DOI]

IEEE Access, 2020

Optic Disc and Fovea Detection in Color Eye Fundus Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

A Multi-dataset Approach for DME Risk Detection in Eye Fundus Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

2019

An unsupervised metaheuristic search approach for segmentation and volume measurement of pulmonary nodules in lung CT scans.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2019

EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Machine Vision Applications, 2019

Uncertainty-Aware Artery/Vein Classification on Retinal Images.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Comparison of Conventional and Deep Learning Based Methods for Pulmonary Nodule Segmentation in CT Images.

[BibT_eX]

[DOI]

António Cunha

Proceedings of the Progress in Artificial Intelligence, 2019

2018

End-to-End Adversarial Retinal Image Synthesis.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

A Pixel-Wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

A No-Reference Quality Metric for Retinal Vessel Tree Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

UOLO - Automatic Object Detection and Segmentation in Biomedical Images.

[BibT_eX]

[DOI]

Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018

Automatic Characterization of the Serous Retinal Detachment Associated with the Subretinal Fluid Presence in Optical Coherence Tomography Images.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

Deep Convolutional Artery/Vein Classification of Retinal Vessels.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Creation of Retinal Mosaics for Diabetic Retinopathy Screening: A Comparative Study.

[BibT_eX]

[DOI]

Tânia Melo

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules.

[BibT_eX]

[DOI]

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis.

[BibT_eX]

[DOI]

Adrian Galdran

Aitor Alvarez-Gila

Maria Inês Meyer

Cristina López Saratxaga

CoRR, 2017

Towards Adversarial Retinal Image Synthesis.

[BibT_eX]

[DOI]

Pedro Costa

Adrian Galdran

Maria Inês Meyer

Michael David Abràmoff

Meindert Niemeijer

CoRR, 2017

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

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Estimation of retinal vessel caliber using model fitting and random forests.

[BibT_eX]

[DOI]

Teresa Araujo

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

Objective quality assessment of retinal images based on texture features.

[BibT_eX]

[DOI]

Beatriz Remeseiro

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

Adversarial Synthesis of Retinal Images from Vessel Trees.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

Improving Convolutional Neural Network Design via Variable Neighborhood Search.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

2015

Optic disc segmentation using the sliding band filter.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2015

3D lung nodule candidate detection in multiple scales.

[BibT_eX]

[DOI]

Jorge Novo

Luis Gonçalves

Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015

Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

2014

An Automatic Graph-Based Approach for Artery/Vein Classification in Retinal Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Assessment of vascular changes in retinal images.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014

Reliable Lung Segmentation Methodology by Including Juxtapleural Nodules.

[BibT_eX]

[DOI]

Jorge Novo

José Rouco

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

RetinaCAD, a system for the assessment of retinal vascular changes.

[BibT_eX]

[DOI]

Susana Penas

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Automatic Lane Segmentation in TLC Images Using the Continuous Wavelet Transform.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2013

Automatic localization of the optic disc by combining vascular and intensity information.

[BibT_eX]

[DOI]

Luís Mendonça

Comput. Medical Imaging Graph., 2013

Lane Background Removal for the Classification of Thin-Layer Chromatography Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Correction of Geometrical Distortions in Bands of Chromatography Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Automatic Estimation of the Arteriolar-to-Venular Ratio in Retinal Images Using a Graph-Based Approach for Artery/Vein Classification.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Automatic Classification of Retinal Vessels Using Structural and Intensity Information.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

An automatic method for the estimation of Arteriolar-to-Venular Ratio in retinal images.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012

Gradient convergence filters and a phase congruency approach for in vivo cell nuclei detection.

[BibT_eX]

[DOI]

Tiago Esteves

Pedro Quelhas

Mach. Vis. Appl., 2012

Automatic Lane Detection in Chromatography Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

Automatic Localization of the Optic Disc in Retinal Images Based on the Entropy of Vascular Directions.

[BibT_eX]

[DOI]

Filipe Cardoso

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011

Automatic segmentation of chromatographic images for region of interest delineation.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Classification-Based Segmentation of the Region of Interest in Chromatographic Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Arabidopsis Thaliana Automatic Cell File Detection and Cell Length Estimation.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

2010

Cell Nuclei and Cytoplasm Joint Segmentation Using the Sliding Band Filter.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2010

3D Cell Nuclei Fluorescence Quantification Using Sliding Band Filter.

[BibT_eX]

[DOI]

Pedro Quelhas

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Optical Flow Based Arabidopsis Thaliana Root Meristem Cell Division Detection.

[BibT_eX]

[DOI]

Pedro Quelhas

Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

2009

Automated Arabidopsis plant root cell segmentation based on SVM classification and region merging.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2009

Evaluation of Symmetry Enhanced Sliding Band Filter for Plant Cell Nuclei Detection in Low Contrast Noisy Fluorescent Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Chromatographic Pattern Recognition Using Optimized One-Class Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Cell Division Detection on the Arabidopsis Thaliana Root.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Cancer Cell Detection and Invasion Depth Estimation in Brightfield Images.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2009

2008

Chromatographic Pattern Classification.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2008

Dissimilarity-based classification of chromatographic profiles.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2008

Automatic cell segmentation from confocal microscopy images of the Arabidopsis root.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Tracking of Arabidopsis thaliana root cells in time-lapse microscopy.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Minimizing the Imbalance Problem in Chromatographic Profile Classification with One-Class Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

A Hybrid Approach for Arabidopsis Root Cell Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

2007

Evaluation of Contrast Enhancement Filters for Lung Nodule Detection.

[BibT_eX]

[DOI]

Carlos S. Pereira

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Detection of Lung Nodule Candidates in Chest Radiographs.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006

Segmentation of retinal blood vessels by combining the detection of centerlines and morphological reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2006

The Class Imbalance Problem in TLC Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

A Multiclassifier Approach for Lung Nodule Classification.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

2005

Feature Extraction for Classification of Thin-Layer Chromatography Images.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

2004

Automatic Delimitation of Lung Fields on Chest Radiographs.

[BibT_eX]

[DOI]

Jorge Alves Silva

Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Automatic Lane and Band Detection in Images of Thin Layer Chromatography.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition: International Conference, 2004

Detection of Rib Borders on X-ray Chest Radiographs.

[BibT_eX]

[DOI]

Rui Moreira

Proceedings of the Image Analysis and Recognition: International Conference, 2004

1999

Automatic Segmentation of Microaneurysms in Retinal Angiograms of Diabetic Patients.

[BibT_eX]

[DOI]

José Manuel Rodrigues Nunes

Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

1994

A New Similarity Criterion for Retinal Image Registration.

[BibT_eX]

[DOI]

José Manuel Rodrigues Nunes

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993

Métodos de tratamento digital de imagem: aplicação no arquivo, processamento e análise de imagens de oftalmologia

[BibT_eX]

[DOI]