Geometric Deep Learning for Unsupervised Registration of Diffusion Magnetic Resonance Images
Inf Process Med Imaging. 2023 Jun;13939:563-575. doi: 10.1007/978-3-031-34048-2_43. Epub 2023 Jun 8.ABSTRACTDeep learning based models for registration predict a transformation directly from moving and fixed image appearances. These models have revolutionized the field of medical image registration, achieving accuracy on-par with classical registration methods at a fraction of the computation time. Unfortunately, most deep learning based registration methods have focused on scalar imaging modalities such as T1/T2 MRI and CT, with less attention given to more complex modalities such as diffusion MRI. In this paper, to the b...
Source: Inf Process Med Imaging - January 11, 2024 Category: Radiology Authors: Jose J Bouza Chun-Hao Yang Baba C Vemuri Source Type: research