Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration

The author proposes a modality-agnostic structural representation learning method using Deep Neighbourhood Self-similarity and contrastive learning to enhance discriminative deep structural image representations for multi-modality medical image registration.