The relation between the on-shell quark mass and the mass defined in the mo
dified minimal subtraction scheme is computed up to order alpha(s)(3) using
conformal mapping and Pade approximation. Implications for the numerical v
alues of the top and bottom quark masses are discussed. We show that the ne
w three-loop correction significantly reduces the theoretical uncertainty i
n the determination of the quark masses.