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Deep learning enables automated volumetric assessments of cardiac function in zebrafish

Although the zebrafish embryo is a powerful animal model of human heart failure, the methods routinely employed to monitor cardiac function produce rough approximations that are susceptible to bias and inaccuracies. We developed and validated a deep learning-based image-analysis platform for automat...

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Detalles Bibliográficos
Autores principales: Akerberg, Alexander A., Burns, Caroline E., Burns, C. Geoffrey, Nguyen, Christopher
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Company of Biologists Ltd 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6826023/
https://www.ncbi.nlm.nih.gov/pubmed/31548281
http://dx.doi.org/10.1242/dmm.040188