Research Incubator: Artificial Intelligence in Health - SemillIAS

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  • 2020

    A Conditional Generative Adversarial Network-Based Method for Eye Fundus Image Quality Enhancement

    Pérez, A. D., Perdomo, O., Rios, H., Rodríguez, F. & González, F. A., Nov 20 2020, Ophthalmic Medical Image Analysis - 7th International Workshop, OMIA 2020, Held in Conjunction with MICCAI 2020, Proceedings. Fu, H., Garvin, M. K., MacGillivray, T., Xu, Y. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 12069. p. 185-194 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12069 LNCS).

    Research output: Chapter in Book/ReportChapter (peer-reviewed)peer-review

    10 Scopus citations
  • A lightweight deep learning model for mobile eye fundus image quality assessment

    Pérez, A. D., Perdomo Charry, O. J. & González, F. A., Jan 3 2020, 15th International Symposium on Medical Information Processing and Analysis. Romero, E., Lepore, N. & Brieva, J. (eds.). SPIE, 113300K. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11330).

    Research output: Chapter in Book/ReportChapter (peer-reviewed)peer-review

    10 Scopus citations
  • Automatic estimation of pose and falls in videos using computer vision model

    Calvache Briceño, D. A., Bernal, H. A., Guarín, J. F., Aguía, K., Orjuela-Cañón, A. D. & Perdomo, O. J., Nov 3 2020, 16th International Symposium on Medical Information Processing and Analysis. Romero, E., Lepore, N., Brieva, J. & Linguraru, M. (eds.). SPIE, 115830W. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11583).

    Research output: Chapter in Book/ReportChapter (peer-reviewed)peer-review

    4 Scopus citations
  • Comparison of machine learning models for the prediction of cancer cells using MHC class I complexes

    Navas Luquez, M., Orjuela Cañón, A. D. & Charry, O. J. P., Nov 3 2020, 16th International Symposium on Medical Information Processing and Analysis. Romero, E., Lepore, N., Brieva, J. & Linguraru, M. (eds.). SPIE, Vol. 11583. 115830M. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11583).

    Research output: Chapter in Book/ReportChapter (peer-reviewed)peer-review