Direct pixel to pixel principal strain mapping from tagging MRI using end to end deep convolutional neural network (DeepStrain)

Regional soft tissue mechanical strain offers crucial insights into tissue's mechanical function and vital indicators for different related disorders. Tagging magnetic resonance imaging (tMRI) has been the standard method for assessing the mechanical characteristics of organs such as the heart,...

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Detalles Bibliográficos
Autores principales: Abd-Elmoniem, Khaled Z., Yassine, Inas A., Metwalli, Nader S., Hamimi, Ahmed, Ouwerkerk, Ronald, Matta, Jatin R., Wessel, Mia, Solomon, Michael A., Elinoff, Jason M., Ghanem, Ahmed M., Gharib, Ahmed M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626490/
https://www.ncbi.nlm.nih.gov/pubmed/34836988
http://dx.doi.org/10.1038/s41598-021-02279-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8626490/
https://www.ncbi.nlm.nih.gov/pubmed/34836988
http://dx.doi.org/10.1038/s41598-021-02279-y

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