Cargando…
MDReg‐Net: Multi‐resolution diffeomorphic image registration using fully convolutional networks with deep self‐supervision
We present a diffeomorphic image registration algorithm to learn spatial transformations between pairs of images to be registered using fully convolutional networks (FCNs) under a self‐supervised learning setting. Particularly, a deep neural network is trained to estimate diffeomorphic spatial trans...
Autores principales: | Li, Hongming, Fan, Yong |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8996355/ https://www.ncbi.nlm.nih.gov/pubmed/35072327 http://dx.doi.org/10.1002/hbm.25782 |
Ejemplares similares
-
Robust Automated Amygdala Segmentation via Multi-Atlas Diffeomorphic Registration
por: Hanson, Jamie L., et al.
Publicado: (2012) -
Diffeomorphic Registration of Images with Variable Contrast Enhancement
por: Janssens, Guillaume, et al.
Publicado: (2011) -
Deep Adaptive Log-Demons: Diffeomorphic Image Registration with Very Large Deformations
por: Zhao, Liya, et al.
Publicado: (2015) -
Explicit B-spline regularization in diffeomorphic image registration
por: Tustison, Nicholas J., et al.
Publicado: (2013) -
The same modality medical image registration with large deformation and clinical application based on adaptive diffeomorphic multi-resolution demons
por: Wang, Chang, et al.
Publicado: (2018)