Medical image analysisDeep LearningHumansMagnetic Resonance ImagingAlgorithmsImage Processing
Unsupervised multimodal surface registration with geometric deep learning.
Mohamed A Suliman, Logan Z J Williams, Abdulah Fawaz, Emma C Robinson
Published: 202610.1016/j.media.2025.103821
Abstract
This paper introduces GeoMorph, a novel geometric deep-learning framework designed for image registration of cortical surfaces. The registration process consists of two main steps. First, independent feature extraction is performed on each input surf…
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