The Intrinsic Manifolds of Radiological Images and their Role in Deep Learning

Nicholas Konz, Hanxue Gu, Haoyu Dong +1

The manifold hypothesis is a core mechanism behind the success of deep learning, so understanding the intrinsic manifold structure of image data is central to studying how neural n…