This paper introduced the multi-resolution,multi-orientation decomposition contourlet transform for medical images.For the characteristics of medical image,a modified central region of the energy-weighted average fusion rule is proposed.It carried out with different levels of decomposition and contourlet transform based fusion rules in different medical image fusion simulation.The results show that image quality has improved significantly.