Machine Learning, Deep Learning, Medical Imaging, Python, Pytorch.
would be to learn the voxel-wise map between the image intensities. However, if the anatomy is not aligned in the image space, then we cannot learn this map in a supervised way. We solve this problem by registering the images and, in fact, we examine this problem in the experiment section. The next