Diffeomorphic unsupervised deep learning model for mono- and multi-modality registration

Different from image segmentation, developing a deep learning network for image registration is less straightforward because training data cannot be prepared or supervised by humans unless they are trivial (e.g. pre-designed affine transforms). One approach for an unsupervised deep leaning model is...

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Detalles Bibliográficos
Main Authors: Anis Theljani, Ke Chen
Formato: Artigo
Idioma:English
Publicado: SAGE Publishing 2020-12-01
Series:Journal of Algorithms & Computational Technology
Acceso en liña:https://doi.org/10.1177/1748302620973528