Machine Learning for Multiscale Analysis of Biomedical Data

Gustavo Hernandez Mejia

PhD student

Short Bio

Gustavo Hernandez Mejia is originally from Guadalajara, Mexico. He receivied his Bachelor  in Biomedical Engineering in 2013 at the University of Guadalajara, Mexico. He followed a Master student in Electronics and Computation Engineering at the Universidad de Guadalajara.

Since August 2017, he is  working on his PhD thesis. Gustavo aims the development   of control-based strategies to personalize antiviral treaments  of infectious diseases.

Publication List

  • G. Hernandez-Mejia, A.Y. Alanis, M. Hernandez-Gonzalez, Rolf Findeisen, E.A. Hernandez-Vargas. Passivity-based Inverse Optimal Impulsive Control for Influenza Treatment in the Host. IEEE Transactions on Control Systems Technology. 2019

  •  A.E.S. Almocera, C. Parra-Rojas, G. Hernandez-Mejia, E.A. Hernandez-Vargas. The trichotomy of pneumococcal infection outcomes in the host.  Communications in Nonlinear Science and Numerical Simulation. 2019

  • G. Hernandez-Mejia, A.Y. Alanis, E.A. Hernandez-Vargas. Neural inverse optimal control for discrete-time impulsive systems. Neurocomputing. 2018

  • C. Parra-Rojas, V.K. Nguyen, G. Hernandez-Mejia, E.A. Hernandez-Vargas. Neuraminidase inhibitors in influenza treatment and prevention– Is it time to call it a day?. Viruses.  10(9): 1-13, 2018

  • E.A. Hernandez-Vargas, J. Martinez-Picado, G. Hernandez-Mejia. Long-term impact of antiretroviral strategies for a functional HIV cure: A virtual clinical trial.  Proceedings in the 10th IFAC Symposium on Biological and Medical Systems, Sao Paulo, Brazil. 2018 

  • E.A. Hernandez-Vargas, A. Boianelli, G. Hernandez-Mejia. Bacterial pneumonia fate decisions.  Proceedings in the 10th IFAC Symposium on Biological and Medical Systems, Sao Paulo, Brazil. 2018

  • G. Hernandez-Mejia, N. Arana-Daniel, A.Y. Alanis, E.A. Hernandez-Vargas. Recurrent high order neural networks identification for infectious diseases. Proceedings in the IEEE World Congress on Computational Intelligence, Rio de Janeiro, Brazil. 2018

  • G.D. Vega-Magdaleno, G. Hernandez-Mejia, A.Y. Alanis, E.A. Hernandez-Vargas. Impulsive MPC for influenza infection treatment at variable time. Proceedings in the 2nd IFAC Conference on Modelling, Identification and Control of Nonlinear Systems, Guadalajara, Mexico. 2018

  • G. Hernandez-Mejia, A.Y. Alanis, E.A. Hernandez-Vargas. Inverse optimal impulsive control based treatment of influenza Infection. Proceedings of the 20th IFAC World Congress, Toulouse, France. 2017

  • A.Y. Alanis,, J. Rivera, E. Rangel, G.  Hernández.  Discrete-Time Neural Identifier for Linear Induction Motors.  Proceedings of the National Congress of Automatic Control 2012.  Cd. del Carmen, Campeche, México.  2012