MACHINE LEARNING GROUP
MLGroup
Manuel Francisco
González Penedo
Publicaciones en las que colabora con Manuel Francisco González Penedo (24)
2019
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Automatic detection of defective crankshafts by image analysis and supervised classification
International Journal of Advanced Manufacturing Technology, Vol. 105, Núm. 9, pp. 3761-3777
2017
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Evaluation of an automatic dry eye test using MCDM methods and rank correlation
Medical and Biological Engineering and Computing, Vol. 55, Núm. 4, pp. 527-536
2016
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CASDES: A Computer-Aided System to Support Dry Eye Diagnosis Based on Tear Film Maps
IEEE Journal of Biomedical and Health Informatics, Vol. 20, Núm. 3, pp. 936-943
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IDEAS: A web-based system for dry eye assessment
Computer Methods and Programs in Biomedicine, Vol. 130, pp. 186-197
2015
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A texture-based method for choroid segmentation in retinal EDI-OCT images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Choroid characterization in EDI OCT retinal images based on texture analysis
ICAART 2015 - 7th International Conference on Agents and Artificial Intelligence, Proceedings
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Learning features on tear film lipid layer classification
23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015 - Proceedings
2014
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A methodology for improving tear film lipid layer classification
IEEE Journal of Biomedical and Health Informatics, Vol. 18, Núm. 4, pp. 1485-1493
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Automatic tear film segmentation based on texture analysis and region growing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Automatization of dry eye syndrome tests
Image Analysis and Modeling in Ophthalmology (CRC Press), pp. 293-320
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Cyst Detection in OCT Images for Pathology Characterization
Ophthalmological Imaging and Applications (CRC PRESS-TAYLOR & FRANCIS GROUP), pp. 315-332
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Dry eye characterization by analyzing tear film images
Ophthalmological Imaging and Applications (CRC Press), pp. 449-475
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Evaluation of Class Binarization and Feature Selection in Tear Film Classification using TOPSIS
Communications in Computer and Information Science
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Feature selection applied to human tear film classification
ICAART 2014 - Proceedings of the 6th International Conference on Agents and Artificial Intelligence
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Tear film maps based on the lipid interference patterns
ICAART 2014 - Proceedings of the 6th International Conference on Agents and Artificial Intelligence
2013
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Automatic cyst detection in OCT retinal images combining region flooding and texture analysis
Proceedings - IEEE Symposium on Computer-Based Medical Systems
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Criteria for lipid layer pattern evaluation. Pli-marker database
Proceedings of SPIE - The International Society for Optical Engineering
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Multi-criteria evaluation of class binarization and feature selection in tear film lipid layer classification
ICAART 2013 - Proceedings of the 5th International Conference on Agents and Artificial Intelligence
2012
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Interferential tear film lipid layer classification: An automatic dry eye test
Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
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Statistical comparison of classifiers applied to the interferential tear film lipid layer automatic classification
Computational and Mathematical Methods in Medicine, Vol. 2012