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Bálint Antal
Bálint Antal
Broad Institute of MIT and Harvard
Verifierad e-postadress på broadinstitute.org - Startsida
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An ensemble-based system for microaneurysm detection and diabetic retinopathy grading
B Antal, A Hajdu
IEEE transactions on biomedical engineering 59 (6), 1720-1726, 2012
4262012
An ensemble-based system for automatic screening of diabetic retinopathy
B Antal, A Hajdu
Knowledge-based systems 60, 20-27, 2014
3012014
Image Data Resource: a bioimage data integration and publication platform
E Williams, J Moore, SW Li, G Rustici, A Tarkowska, A Chessel, S Leo, ...
Nature methods 14 (8), 775-781, 2017
2572017
Improving microaneurysm detection using an optimally selected subset of candidate extractors and preprocessing methods
B Antal, A Hajdu
Pattern recognition 45 (1), 264-270, 2012
682012
Automatic exudate detection with improved naïve-Bayes classifier
B Harangi, B Antal, A Hajdu
2012 25th IEEE international symposium on computer-based medical systems …, 2012
512012
Improving microaneurysm detection in color fundus images by using context-aware approaches
B Antal, A Hajdu
Computerized Medical Imaging and Graphics 37 (5-6), 403-408, 2013
422013
A multi-level ensemble-based system for detecting microaneurysms in fundus images
B Antal, I Lázár, A Hajdu, Z Török, A Csutak, T Pető
4th International Workshop on Soft Computing Applications, 137-142, 2010
282010
Ensemble-based exudate detection in color fundus images
B Nagy, B Harangi, B Antal, A Hajdu
2011 7th International Symposium on Image and Signal Processing and Analysis …, 2011
222011
A two-phase decision support framework for the automatic screening of digital fundus images
B Antal, A Hajdu, Z Maros-Szabo, Z Török, A Csutak, T Pető
Journal of Computational Science 3 (5), 262-268, 2012
152012
Evaluation of the grading performance of an ensemble-based microaneurysm detector
B Antal, I Lázár, A Hajdu, Z Török, A Csutak, T Pető
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
152011
Improving microaneurysm detection in color fundus images by using an optimal combination of preprocessing methods and candidate extractors
B Antal, A Hajdu
2010 18th European Signal Processing Conference, 1224-1228, 2010
142010
Mineotaur: a tool for high-content microscopy screen sharing and visual analytics
B Antal, A Chessel, RE Carazo Salas
Genome biology 16, 1-5, 2015
132015
An ensemble-based microaneurysm detector for retinal images
B Antal, A Hajdu
2011 18th IEEE International Conference on Image Processing, 1621-1624, 2011
122011
A stochastic approach to improve macula detection in retinal images
B Antal, A Hajdu
Acta Cybernetica 20 (1), 5-15, 2011
112011
An adaptive weighting approach for ensemble-based detection of microaneurysms in color fundus images
B Antal, I Lázár, A Hajdu
2012 annual international conference of the IEEE engineering in medicine and …, 2012
92012
Automatic 3d point set reconstruction from stereo laparoscopic images using deep neural networks
B Antal
arXiv preprint arXiv:1608.00203, 2016
72016
An Unsupervised Ensemble-based Markov Random Field Approach to Microscope Cell Image Segmentation
B Antal, B Remenyik, A Hajdu
10th International Conference on Signal Processing and Multimedia …, 2013
62013
An ensemble approach to improve microaneurysm candidate extraction
B Antal, I Lázár, A Hajdu
e-Business and Telecommunications: 7th International Joint Conference, ICETE …, 2012
52012
Microaneurysm detection in digital fundus images
I Lazar, B Antal, A Hajdu
University of Debrecen, Hungary, Tech. Rep 14 (387), 2010, 2010
52010
Image database clustering to improve microaneurysm detection in color fundus images
B Nagy, B Antal, A Hajdu
2012 25th IEEE International Symposium on Computer-Based Medical Systems …, 2012
42012
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Artiklar 1–20