Machine Learning, Deep Learning, Medical Imaging, Python, Pytorch.
standard scale, and the impact on algorithm performance can be quite large if not accounted for in preprocessing. See the images below for an example where we plot the histograms of a set of T1-weighted MR images without any intensity normalization applied (see the image with “Raw” in the title).