Cardiac MRI data

Hello, I am working on 3D cardiac MRI images, I want to do normalization for my images. As for now, I used the general normalization script such as
def normalize(x, max_value):
return x/max_value

Do you have any suggestions about others methods which is more proper for this case? Thank you