In this paper, we study symmetrized convex functions and their relations with other notions of convexity, namely Wright convexity; then, we introduce the notion of symmetrized log-convexity. Our results include equivalent statements and extensions of certain existing results in the literature. Applications that involve Hermite-Hadamard and means' inequalities will be presented.