Ana Maria Mendonça
Orcid: 0000-0002-4319-738X
According to our database1,
Ana Maria Mendonça
authored at least 90 papers
between 1993 and 2024.
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Bibliography
2024
STERN: Attention-driven Spatial Transformer Network for abnormality detection in chest X-ray images.
Artif. Intell. Medicine, January, 2024
Artif. Intell. Medicine, 2024
Proceedings of the Deep Generative Models - 4th MICCAI Workshop, 2024
DeepClean - Contrastive Learning Towards Quality Assessment in Large-Scale CXR Data Sets.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
2023
Lightweight multi-scale classification of chest radiographs via size-specific batch normalization.
Comput. Methods Programs Biomed., June, 2023
Proceedings of the Medical Imaging with Deep Learning, 2023
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023
Lesion-Aware Chest Radiography Abnormality Classification with Object Detection Framework.
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023
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.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
An active learning approach for support device detection in chest radiography images.
Proceedings of the Fifteenth International Conference on Machine Vision, 2022
Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection.
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.
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
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.
Vis. Comput., 2021
Chest Radiography Few-Shot Image Synthesis for Automated Pathology Screening Applications.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
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.
Medical Image Anal., 2020
Conventional Filtering Versus U-Net Based Models for Pulmonary Nodule Segmentation in CT Images.
J. Medical Syst., 2020
Microaneurysm detection in color eye fundus images for diabetic retinopathy screening.
Comput. Biol. Medicine, 2020
Data Augmentation for Improving Proliferative Diabetic Retinopathy Detection in Eye Fundus Images.
IEEE Access, 2020
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020
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.
Expert Syst. Appl., 2019
EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection.
Proceedings of the 16th International Conference on Machine Vision Applications, 2019
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.
Proceedings of the Progress in Artificial Intelligence, 2019
2018
A Pixel-Wise Distance Regression Approach for Joint Retinal Optical Disc and Fovea Detection.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
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.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
Convolutional Neural Network Architectures for Texture Classification of Pulmonary Nodules.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018
2017
Automatic and semi-automatic approaches for arteriolar-to-venular computation in retinal photographs.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017
2015
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015
Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015
2014
IEEE Trans. Image Process., 2014
Proceedings of the 2014 IEEE International Symposium on Medical Measurements and Applications, 2014
Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Comput. Math. Methods Medicine, 2013
Automatic localization of the optic disc by combining vascular and intensity information.
Comput. Medical Imaging Graph., 2013
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013
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.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013
Automatic Classification of Retinal Vessels Using Structural and Intensity Information.
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.
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.
Mach. Vis. Appl., 2012
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.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Classification-Based Segmentation of the Region of Interest in Chromatographic Images.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011
2010
IEEE Trans. Medical Imaging, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
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.
Comput. Biol. Medicine, 2009
Evaluation of Symmetry Enhanced Sliding Band Filter for Plant Cell Nuclei Detection in Low Contrast Noisy Fluorescent Images.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009
Proceedings of the British Machine Vision Conference, 2009
2008
Pattern Anal. Appl., 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Minimizing the Imbalance Problem in Chromatographic Profile Classification with One-Class Classifiers.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008
2007
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007
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.
IEEE Trans. Medical Imaging, 2006
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006
2005
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005
2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
1999
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999
1994
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
PhD thesis, 1993