Deep neural network-based clustering of deformation curves reveals novel disease features in PLN pathogenic variant carriers

Echocardiographic deformation curves provide detailed information on myocardial function. Deep neural networks (DNNs) may enable automated detection of disease features in deformation curves, and improve the clinical assessment of these curves. We aimed to investigate whether an explainable DNN-base...

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Detalles Bibliográficos
Autores principales: Taha, Karim, van de Leur, Rutger R., Vessies, Melle, Mast, Thomas P., Cramer, Maarten J., Cauwenberghs, Nicholas, Verstraelen, Tom E., de Brouwer, Remco, Doevendans, Pieter A., Wilde, Arthur, Asselbergs, Folkert W., van den Berg, Maarten P., D’hooge, Jan, Kuznetsova, Tatiana, Teske, Arco J., van Es, René
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10673970/
https://www.ncbi.nlm.nih.gov/pubmed/37566298
http://dx.doi.org/10.1007/s10554-023-02924-9

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