Aurélio J. C. Campilho
Orcid: 0000-0002-5317-6275Affiliations:
- Universidade do Porto
According to our database1,
Aurélio J. C. Campilho
authored at least 166 papers
between 1994 and 2024.
Collaborative distances:
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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
2023
Lightweight multi-scale classification of chest radiographs via size-specific batch normalization.
Comput. Methods Programs Biomed., June, 2023
<i>DeepFixCX</i>: Explainable privacy-preserving image compression for medical image analysis.
WIREs Data. Mining. Knowl. Discov., 2023
WIREs Data. Mining. Knowl. Discov., 2023
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting.
CoRR, 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
CoRR, 2022
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans.
Comput. Biol. Medicine, 2022
Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Lesion-Based Chest Radiography Image Retrieval for Explainability in Pathology Detection.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022
Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds.
Proceedings of the Computing in Cardiology, 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
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Automatic classification of retinal blood vessels based on multilevel thresholding and graph propagation.
Vis. Comput., 2021
Medical Image Anal., 2021
A multi-task CNN approach for lung nodule malignancy classification and characterization.
Expert Syst. Appl., 2021
A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological Images.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2021
Proceedings of the CENTERIS 2021 - International Conference on ENTERprise Information Systems / ProjMAN 2021 - International Conference on Project MANagement / HCist 2021, 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
WIREs Data Mining Knowl. Discov., 2020
Automatic Lung Nodule Detection Combined With Gaze Information Improves Radiologists' Screening Performance.
IEEE J. Biomed. Health Informatics, 2020
DR|GRADUATE: Uncertainty-aware deep learning-based diabetic retinopathy grading in eye fundus images.
Medical Image Anal., 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
Classification of Lung Nodules in CT Volumes Using the Lung-RADS™ Guidelines with Uncertainty Parameterization.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the Image Analysis and Recognition - 17th International Conference, 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
Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance.
CoRR, 2019
EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection.
Proceedings of the 16th International Conference on Machine Vision Applications, 2019
Learning to Segment the Lung Volume from CT Scans Based on Semi-Automatic Ground-Truth.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Real-Time Informative Laryngoscopic Frame Classification with Pre-Trained Convolutional Neural Networks.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
Deep Learning Approaches for Gynaecological Ultrasound Image Segmentation: A Radio-Frequency vs B-mode Comparison.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019
2018
iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network.
CoRR, 2018
A Weakly-Supervised Framework for Interpretable Diabetic Retinopathy Detection on Retinal Images.
IEEE Access, 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 Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
Classification of Breast Cancer Histology Images Through Transfer Learning Using a Pre-trained Inception Resnet V2.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
Proceedings of the International Conference on Graphics and Interaction, 2018
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 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
Convolutional bag of words for diabetic retinopathy detection from eye fundus images.
IPSJ Trans. Comput. Vis. Appl., 2017
Evaluation of the Degree of Malignancy of Lung Nodules in Computed Tomography Images.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 6: VISAPP, Porto, Portugal, February 27, 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 Medical Imaging 2017: Computer-Aided Diagnosis, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 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
Spatial Enhancement by Dehazing for Detection of Microcalcifications with Convolutional Nets.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
Content-Based Image Retrieval by Metric Learning From Radiology Reports: Application to Interstitial Lung Diseases.
IEEE J. Biomed. Health Informatics, 2016
Automatic Lumen Detection on Longitudinal Ultrasound B-Mode Images of the Carotid Using Phase Symmetry.
Sensors, 2016
Central Medialness Adaptive Strategy for 3D Lung Nodule Segmentation in Thoracic CT Images.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016
Feature definition, analysis and selection for lung nodule classification in chest computerized tomography images.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016
2015
Proceedings of the Robot 2015: Second Iberian Robotics Conference, 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
Optical Flow Based Approach for Automatic Cardiac Cycle Estimation in Ultrasound Images of the Carotid.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015
2014
IEEE Trans. Image Process., 2014
Comput. Methods Programs Biomed., 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
On the Automatic Normalization of Plaque Regions in Ultrasound Images of the Carotid.
Proceedings of the Image Analysis and Recognition - 11th International Conference, 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
Classification Approach for Measurement of Atherosclerosis Using B-Mode Ultrasound Carotid Images.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013
Robust common carotid artery lumen detection in B-mode ultrasound images using local phase symmetry.
Proceedings of the IEEE International Conference on Acoustics, 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
Medical Biol. Eng. Comput., 2012
Proceedings of the Image Analysis and Recognition - 9th International Conference, 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
Hand Detection and Tracking Using the Skeleton of the Blob for Medical Rehabilitation Applications.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
Proceedings of the IEEE Global Engineering Education Conference, 2012
2011
Comput. Methods Programs Biomed., 2011
Dynamic Programming and Fuzzy Classification for the Automatic Segmentation of the Carotid in Ultrasound Images.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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
Image Vis. Comput., 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
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 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
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
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 IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 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
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
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
2004
Bounds for the Average Generalization Error of the Mixture of Experts Neural Network.
Proceedings of the Structural, 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
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
2003
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
2001
Biological Motivated Model for Encoding Multiple Object Motions in Primate Visual Cortex Using Sequences of Natural Images.
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001
2000
Estimating motion flow field in image sequences using Cellular Neural Networks.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999
1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994