Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis

Neural Information Processing Systems 

Recent self-supervised advances in medical computer vision exploit the global and local anatomical self-similarity for pretraining prior to downstream tasks such as segmentation. However, current methods assume i.i.d.