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Estimation of Left and Right Ventricular Ejection Fractions from cine-MRI Using 3D-CNN
Cardiac function indices must be calculated using tracing from short-axis images in cine-MRI. A 3D-CNN (convolutional neural network) that adds time series information to images can estimate cardiac function indices without tracing using images with known values and cardiac cycles as the input. Sinc...
Autores principales: | Inomata, Soichiro, Yoshimura, Takaaki, Tang, Minghui, Ichikawa, Shota, Sugimori, Hiroyuki |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384911/ https://www.ncbi.nlm.nih.gov/pubmed/37514888 http://dx.doi.org/10.3390/s23146580 |
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