Accuracy of Deep Learning Echocardiographic View Classification in Patients with Congenital or Structural Heart Disease: Importance of Specific Datasets

Introduction: Automated echocardiography image interpretation has the potential to transform clinical practice. However, neural networks developed in general cohorts may underperform in the setting of altered cardiac anatomy. Methods: Consecutive echocardiographic studies of patients with congenital...

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Detalles Bibliográficos
Autores principales: Wegner, Felix K., Benesch Vidal, Maria L., Niehues, Philipp, Willy, Kevin, Radke, Robert M., Garthe, Philipp D., Eckardt, Lars, Baumgartner, Helmut, Diller, Gerhard-Paul, Orwat, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8836991/
https://www.ncbi.nlm.nih.gov/pubmed/35160148
http://dx.doi.org/10.3390/jcm11030690

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8836991/
https://www.ncbi.nlm.nih.gov/pubmed/35160148
http://dx.doi.org/10.3390/jcm11030690

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