TransMorph: Transformer for Unsupervised Medical Image Registration

Description

Resource Type: Software

TransMorph is a hybrid Transformer-ConvNet model for volumetric medical image registration

• The self-attention mechanism and the large effective receptive field of the Transformer improve registration performance
• The diffeomorphic variations of the model ensure topology-preserving deformations
• The Bayesian variant of the model produces a well-calibrated uncertainty estimate
• The source code, the pre-trained models, and the preprocessed dataset are publicly available