Cargando…
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,...
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: | |
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 |
Ejemplares similares
-
DeepStrain: A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics
por: Morales, Manuel A., et al.
Publicado: (2021) -
Automatic Coronary Wall and Atherosclerotic Plaque Segmentation from 3D Coronary CT Angiography
por: Ghanem, Ahmed M., et al.
Publicado: (2019) -
The Improvement in Hepatic Steatosis After Cushing’s Syndrome Treatment Is an Early Sign of Metabolic Recovery
por: Hamimi, Ahmed, et al.
Publicado: (2021) -
DeepStrain Evidence of Asymptomatic Left Ventricular Diastolic and Systolic Dysfunction in Young Adults With Cardiac Risk Factors
por: Morales, Manuel A., et al.
Publicado: (2022) -
End-to-End, Pixel-Wise Vessel-Specific Coronary and Aortic Calcium Detection and Scoring Using Deep Learning
por: Singh, Gurpreet, et al.
Publicado: (2021)