The main goal of this work is to propose a mathematical model, based on two-dimensional cellular automata (CA), to
simulate an infectious disease outbreak. Specifically, we revisit the general deterministic SEIR (Susceptible Exposed Infectious
Recovered) model by adding terms describing the spatial spreading of disease.