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Precision measurement of cardiac structure and function in cardiovascular magnetic resonance using machine learning
BACKGROUND: Measurement of cardiac structure and function from images (e.g. volumes, mass and derived parameters such as left ventricular (LV) ejection fraction [LVEF]) guides care for millions. This is best assessed using cardiovascular magnetic resonance (CMR), but image analysis is currently perf...
Autores principales: | Davies, Rhodri H., Augusto, João B., Bhuva, Anish, Xue, Hui, Treibel, Thomas A., Ye, Yang, Hughes, Rebecca K., Bai, Wenjia, Lau, Clement, Shiwani, Hunain, Fontana, Marianna, Kozor, Rebecca, Herrey, Anna, Lopes, Luis R., Maestrini, Viviana, Rosmini, Stefania, Petersen, Steffen E., Kellman, Peter, Rueckert, Daniel, Greenwood, John P., Captur, Gabriella, Manisty, Charlotte, Schelbert, Erik, Moon, James C. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8908603/ https://www.ncbi.nlm.nih.gov/pubmed/35272664 http://dx.doi.org/10.1186/s12968-022-00846-4 |
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