  In this paper, we collect the basic theory and the most important
applications of a novel technique that has shown to be suitable for scattered
data interpolation, quadrature, bio-imaging reconstruction. The method relies
on polynomial mapped bases allowing, for instance, to incorporate data or
function discontinuities in a suitable mapping function. The new technique
substantially mitigates the Runge's and Gibbs effects.
