Hernan Dario Vargas Cardona

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Hernan Dario Vargas Cardona

    20122024

    Research activity per year

    • 16 Conference contribution
    • 3 Article
    • 1 Review article
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    • 2019

      Automatic identification of DBS parameters from the volume of tissue activated (VTA) using support vector machines

      Aguilar, R., Vargas-Cardona, H. D., Álvarez, A. M., Orozco, Á. A. & Navarro, P., 2019, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 23rd Iberoamerican Congress, CIARP 2018, Proceedings. Vera-Rodriguez, R., Fierrez, J. & Morales, A. (eds.). Springer Verlag, p. 740-747 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11401 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • 2018

      Non-stationary generalized wishart processes for enhancing resolution over diffusion tensor fields

      Cuellar-Fierro, J. F., Vargas-Cardona, H. D., Álvarez, A. M., Orozco, Á. A. & Álvarez, M. A., 2018, Advances in Visual Computing - 13th International Symposium, ISVC 2018, Proceedings. Xu, K., Lin, S., Boyle, R., Alsallakh, B., Turek, M., Ramalingam, S., Bebis, G., Parvin, B., Yang, J., Ventura, J., Koracin, D. & Cuervo, E. (eds.). Springer Verlag, p. 371-381 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11241 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • Non-stationary multi-output gaussian processes for enhancing resolution over diffusion tensor fields

      Cuellar-Fierro, J. F., Vargas-Cardona, H. D., Álvarez, M. A., Álvarez, A. M. & Orozco, Á. A., 2018, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 22nd Iberoamerican Congress, CIARP 2017, Proceedings. Velastin, S. & Mendoza, M. (eds.). Springer Verlag, p. 168-176 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10657 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • 2017

      Analysis of the geometry and electric properties of brain tissue in simulation models for deep brain stimulation

      Vargas Cardona, H. D., Orozco, Á. A. & Álvarez, M. A., 2017, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 21st Iberoamerican Congress, CIARP 2016, Proceedings. Beltran-Castanon, C., Famili, F. & Nystrom, I. (eds.). Springer Verlag, p. 493-501 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10125 LNCS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • 2015

      3D brain atlas reconstruction using deformable medical image registration: Application to deep brain stimulation surgery

      García, H. F., Torres, C. A., Vargas Cardona, H. D., Álvarez, M. A., Orozco, Á. A., Padilla, J. B. & Arango, R., 14 Jan 2015, 2014 19th Symposium on Image, Signal Processing and Artificial Vision, STSIVA 2014. Institute of Electrical and Electronics Engineers Inc., 7010184. (2014 19th Symposium on Image, Signal Processing and Artificial Vision, STSIVA 2014).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • Comparison of preprocessing methods for diffusion tensor estimation in brain imaging

      Lopera, A. F. L., Cardona, H. D. V., Daza-Santacoloma, G., Álvarez, M. A. & Orozco, Á. A., 14 Jan 2015, 2014 19th Symposium on Image, Signal Processing and Artificial Vision, STSIVA 2014. Institute of Electrical and Electronics Engineers Inc., 7010183. (2014 19th Symposium on Image, Signal Processing and Artificial Vision, STSIVA 2014).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • Convolved Multi-output Gaussian processes for Semi-Supervised Learning

      Cardona, H. D. V., Álvarez, M. A. & Orozco, Á. A., 2015, Image Analysis and Processing – ICIAP 2015 - 18th International Conference, Proceedings. Murino, V., Puppo, E. & Murino, V. (eds.). Springer Verlag, p. 109-118 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9279).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      4 Scopus citations

    • Gaussian processes for slice-based super-resolution MR images

      Cardona, H. D. V., López-Lopera, A. F., Orozco, Á. A., Álvarez, M. A., Tamames, J. A. H. & Malpica, N., 2015, Advances in Visual Computing - 11th International Symposium, ISVC 2015, Proceedings. Parvin, B., Koracin, D., Feris, R., Weber, G., Pavlidis, I., McGraw, T., Kopper, R., Ye, Z., Ragan, E., Bebis, G., Elendt, M. & Boyle, R. (eds.). Springer Verlag, p. 692-701 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9475).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      3 Scopus citations

    • Generalized wishart processes for interpolation over diffusion tensor fields

      Cardona, H. D. V., Álvarez, M. A. & Orozco, Á. A., 2015, Advances in Visual Computing - 11th International Symposium, ISVC 2015, Proceedings. Parvin, B., Koracin, D., Feris, R., Weber, G., Pavlidis, I., McGraw, T., Kopper, R., Ye, Z., Ragan, E., Bebis, G., Elendt, M. & Boyle, R. (eds.). Springer Verlag, p. 499-508 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9475).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      4 Scopus citations

    • NEURONAV: A tool for image-guided surgery - Application to parkinson’s disease

      Padilla, J. B., Arango, R., García, H. F., Cardona, H. D. V., Orozco, Á. A., Álvarez, M. A. & Guijarro, E., 2015, Advances in Visual Computing - 11th International Symposium, ISVC 2015, Proceedings. Elendt, M., Boyle, R., Ragan, E., Parvin, B., Feris, R., McGraw, T., Pavlidis, I., Kopper, R., Bebis, G., Koracin, D., Ye, Z. & Weber, G. (eds.). Springer Verlag, p. 349-358 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9474).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      4 Scopus citations
    • 2014

      Automatic recognition of microcalcifications in mammography images through fractal texture analysis

      Cardona, H. D. V., Orozco, Á. & Álvarez, M. A., 2014, Advances in Visual Computing - 10th International Symposium, ISVC 2014, Proceedings. Bebis, G., Boyle, R., Parvin, B., Koracin, D., McMahan, R., Jerald, J., Zhang, H., Drucker, S. M., Chandra, K., Maha, E. C., Deng, Z. & Carlson, M. (eds.). Springer Verlag, p. 841-850 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8888).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      3 Scopus citations

    • Recognition of brain structures from MER-signals using dynamic MFCC analysis and a HMC classifier

      Holguin, M., Holguin, G. A., Cardona, H. D. V., Daza, G., Guijarro, E. & Orozco, A., 2014, 13th Mediterranean Conference on Medical and Biological Engineering and Computing 2013 - MEDICON 2013. Springer Verlag, p. 742-745 4 p. (IFMBE Proceedings; vol. 41).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      2 Scopus citations

    • Volume of tissue activated in patients with parkinson's disease from west-center region of Colombia treated with deep brain stimulation

      Cardona, H. D. V., Álvarez, M. A., Daza, G., Guijarro, E. & Orozco, Á., 2014, 13th Mediterranean Conference on Medical and Biological Engineering and Computing 2013 - MEDICON 2013. Springer Verlag, p. 182-185 4 p. (IFMBE Proceedings; vol. 41).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    • 2013

      Unsupervised learning applied in MER and ECG signals through Gaussians mixtures with the Expectation-Maximization algorithm and Variational Bayesian Inference

      Vargas Cardona, H. D., Orozco, A. A. & Alvarez, M. A., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 4326-4329 4 p. 6610503. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      3 Scopus citations
    • 2012

      Multi-patient learning increases accuracy for Subthalamic nucleus identification in deep brain stimulation

      Vargas Cardona, H. D., Orozco, Á. Á. & Álvarez, M. A., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 4341-4344 4 p. 6346927. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      5 Scopus citations

    • NEUROZONE: On-line recognition of brain structures in stereotactic surgery - Application to Parkinson's disease

      Vargas Cardona, H. D., Padilla, J. B., Arango, R., Carmona, H., Alvarez, M. A., Guijarro Estelles, E. & Orozco, A. A., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 2219-2222 4 p. 6346403. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

      9 Scopus citations
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