Image-Segmentation

MR images vary across medical centers due to calibration and acquisition protocols. But segmentations are relatively consistent. How …

Generalization of voxelwise classifiers is hampered by differences between MRI-scanners, e.g., different acquisition protocols and field strengths. We propose a Siamese neural network (MRAI-NET) that extracts acquisition-invariant feature vectors.