Twenty men with intermediate risk prostate cancer, suitable for the combination of external beam radiotherapy and High Dose Rate brachytherapy will be entered in this study. High Dose Rate brachytherapy will be performed using TransRectal UltraSound guidance and then planned using both cone-beam Computed Tomography and TransRectal UltraSound. Planning by Computed Tomography is to check the reliability and reproducibility of UltraSound imaging to correctly identify the needle positions. Correct needle localization is essential because this is the basis for determining source dwell positions, dose calculation and dose optimization.