Systems Medicine       

of Infectious Diseases

Research and Consulting Group

Machine Learning for Multiscale Analysis of Biomedical Data

César A. Parra Rojas 

Postdoctoral Fellow

Short Bio

César is originally from Santiago, Chile. After obtaining his MSc in Physics at Universidad de Chile in 2013, he started working in the Complex Systems and Statistical Physics Group at the University of Manchester, where he completed his PhD in Theoretical Physics in December 2016.

His research interests concern the interdisciplinary applications of statistical physics. César has joined the group of Systems Medicine of Infectious Diseases  to work on machine learning and stochastic approaches and its  implications to infectious diseases and vaccination.

Links   Google Scholar, ORCID, Website, GitHub

Publication List

  • C. Parra-Rojas, V. von Messling, E.A. Hernandez-Vargas. Adjuvanted influenza vaccine dynamics. Scientific Reports. 9(73):1-15, 2019 [Link]

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

  • 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    - [Link]

  • V.K. Nguyen, C. Parra-Rojas, E.A. Hernandez-Vargas. The 2017 plague outbreak in Madagascar: data descriptions and epidemic modelling.  Epidemics. 2018  [Link] 

  • C. Parra-Rojas, T. House, and A.J. McKane, Stochastic epidemic dynamics on extremely heterogeneous networks, Phys. Rev. E 94(6), 062408, 2016 [PDF]

  • C. Parra-Rojas, J.D. Challenger, D. Fanelli, and A. J. McKane, Suppressing escape events in maps of the unit interval with demographic noise, Phys. Rev. E 94(5), 052133, 2016  [PDF]

  • C. Parra-Rojas, J.D. Challenger, D. Fanelli, and A. J. McKane, Intrinsic noise and two-dimensional maps: Quasicycles, quasiperiodicity, and chaos, Phys. Rev. E 90(3), 032135,2014 [PDF]

  • C. Parra-Rojas, and R. Soto. Casimir effect in swimmer suspensions, Phys. Rev. E 90(1), 013024, 2014 [PDF] 

  • C. Parra-Rojas, and R. Soto, Active temperature and velocity correlations produced by a swimmer suspension, Phys. Rev. E 87(5), 053022, 2013 [PDF]

  • J.A. Kurzman, J. Li, T.D. Schladt, C.R. Parra, X. Ouyang, R. Davis, J. T. Miller, S. L. Scott, and R. Seshadri, Pd2+/Pd0 redox cycling in hexagonal YMn0.5Fe0.5O3: Implications for catalysis by PGM substituted complex oxides, Inorg. Chem. 50, 8073–8084, 2011 [PDF]