Quantum superintegrable systems in two dimensions are obtained from th
eir classical counterparts, the quantum integrals of motion being obta
ined from the corresponding classical integrals by a symmetrization pr
ocedure. For each quantum superintegrable system a deformed oscillator
algebra, characterized by a structure function specific for each syst
em, is constructed, the generators of the algebra being functions of t
he quantum integrals of motion. The energy eigenvalues corresponding t
o a state with finite-dimensional degeneracy can then be obtained in a
n economical way from solving a system of two equations satisfied by t
he structure function, the results being in agreement to the ones obta
ined from the solution of the relevant Schrodinger equation. Applicati
ons to the harmonic oscillator in a hat space and in a curved space wi
th constant curvature, the Kepler problem in a hat or curved space, th
e Fokas-Lagerstrom potential, the Smorodinsky-Winternitz potential, an
d the Holt potential are given. The method shows how quantum-algebraic
techniques can simplify the study of quantum superintegrable systems,
especially in higher dimensions.