We will study function theoretic properties of discrete monogenic functions, i.e. null solutions of a discrete Dirac operator which factorise the discrete Laplacian of a connected graph. In view of applications in signal analysis, more precisely the study of brain waves, a discrete multidimensional Hilbert transform will be constructed and its relation to discrete Fourier and Radon transforms investigated.