MITEA: A dataset for machine learning segmentation of the left ventricle in 3D echocardiography using subject-specific labels from cardiac magnetic resonance imaging

Segmentation of the left ventricle (LV) in echocardiography is an important task for the quantification of volume and mass in heart disease. Continuing advances in echocardiography have extended imaging capabilities into the 3D domain, subsequently overcoming the geometric assumptions associated wit...

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Detalles Bibliográficos
Autores principales: Zhao, Debbie, Ferdian, Edward, Maso Talou, Gonzalo D., Quill, Gina M., Gilbert, Kathleen, Wang, Vicky Y., Babarenda Gamage, Thiranja P., Pedrosa, João, D’hooge, Jan, Sutton, Timothy M., Lowe, Boris S., Legget, Malcolm E., Ruygrok, Peter N., Doughty, Robert N., Camara, Oscar, Young, Alistair A., Nash, Martyn P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Cardiovascular Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9871929/
https://www.ncbi.nlm.nih.gov/pubmed/36704465
http://dx.doi.org/10.3389/fcvm.2022.1016703

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