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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...

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Detalles Bibliográficos
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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
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