We reconstruct Milstein scheme using second order polynomials of Brownian motions without assuming the Lie bracket commutativity condition of vector fields imposed in the classical Milstein scheme. The asymptotic accuracy of the extended Milstein scheme exceeds that of the Euler-Maruyama scheme while the discretization order of both methods is one. A numerical example illustrates the validity of the scheme.