Publicaciones en colaboración con investigadores/as de Universidade de Santiago de Compostela (19)

2020

  1. Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing

    ACM Transactions on Intelligent Systems and Technology, Vol. 11, Núm. 6

2018

  1. Machine Learning Applied to Optometry Data

    Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 123-160

2016

  1. 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

  2. IDEAS: A web-based system for dry eye assessment

    Computer Methods and Programs in Biomedicine, Vol. 130, pp. 186-197

2015

  1. Automatic grading system for human tear films

    Pattern Analysis and Applications, Vol. 18, Núm. 3, pp. 677-694

2014

  1. A methodology for improving tear film lipid layer classification

    IEEE Journal of Biomedical and Health Informatics, Vol. 18, Núm. 4, pp. 1485-1493

  2. Automatization of dry eye syndrome tests

    Image Analysis and Modeling in Ophthalmology (CRC Press), pp. 293-320

  3. Correlation between tear osmolarity and tear meniscus

    Optometry and Vision Science, Vol. 91, Núm. 12, pp. 1419-1429

  4. Dry eye characterization by analyzing tear film images

    Ophthalmological Imaging and Applications (CRC Press), pp. 449-475

  5. Feature selection applied to human tear film classification

    ICAART 2014 - Proceedings of the 6th International Conference on Agents and Artificial Intelligence

  6. Tear film maps based on the lipid interference patterns

    ICAART 2014 - Proceedings of the 6th International Conference on Agents and Artificial Intelligence

2013

  1. Automatic classification of the interferential tear film lipid layer using colour texture analysis

    Computer Methods and Programs in Biomedicine, Vol. 111, Núm. 1, pp. 93-103

  2. Colour texture segmentation of tear film lipid layer images

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Criteria for lipid layer pattern evaluation. Pli-marker database

    Proceedings of SPIE - The International Society for Optical Engineering

2012

  1. Interferential tear film lipid layer classification: An automatic dry eye test

    Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI

  2. Statistical comparison of classifiers applied to the interferential tear film lipid layer automatic classification

    Computational and Mathematical Methods in Medicine, Vol. 2012

2011

  1. Colour texture analysis for classifying the tear film lipid layer: A comparative study

    Proceedings - 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011

  2. Texture and color analysis for the automatic classification of the eye lipid layer

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2010

  1. Color texture analysis for tear film classification: A preliminary study

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)