Deep learning enables automated volumetric assessments of cardiac function in zebrafish

• Principais autores: Alexander A. Akerberg (Autor), Caroline E. Burns (Autor), C. Geoffrey Burns (Autor), Christopher Nguyen (Autor)
• Formato: Livro
• Publicado em: The Company of Biologists, 2019-10-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

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...