Here, we presented an alternative approach to constructing the metadynamics algorithms based on the formal similarity of the bias potential with the quantum potential in the De Broglie-Bohm formalism of quantum mechanics. This parametrization requires fewer parameters than the standard metadynamics approach with the Gaussian-shaped bias potential components. We derived and implemented the proposed approach in the case of a single collective variable in the form of a linear combination of the chosen interatomic distances. The numerical tests of two prototypical chemical reactions (proton transfer and the inverse Diels-Alder reaction) show that the proposed approach works.