Pretraining the encoder of a registration network on random image pairs improves downstream brain MRI registration accuracy and data efficiency.
A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond
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Pretraining Deformable Image Registration Networks with Random Images
Pretraining the encoder of a registration network on random image pairs improves downstream brain MRI registration accuracy and data efficiency.