The Monte Carlo method is applied to investigation of the propagation of radiation from a point unidirectional radiation source through the blood layer. The authors have obtained the distribution of energy flux in the layer within the beam cross section, and have constructed scattering phase functions for the blood layer for various depths of the radiation penetration.