Deep learning prediction of diffusion MRI data with microstructure-sensitive loss functions

Deep learning prediction of diffusion MRI (DMRI) data relies on the utilization of effective loss functions. Existing losses typically measure the signal-wise differences between the predicted and target DMRI data without considering the quality of derived diffusion scalars that are eventually utili...

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Detalles Bibliográficos
Autores principales: Chen, Geng, Hong, Yoonmi, Huynh, Khoi Minh, Yap, Pew-Thian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9974781/
https://www.ncbi.nlm.nih.gov/pubmed/36682154
http://dx.doi.org/10.1016/j.media.2023.102742

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9974781/
https://www.ncbi.nlm.nih.gov/pubmed/36682154
http://dx.doi.org/10.1016/j.media.2023.102742

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