Deep learning enables automated volumetric assessments of cardiac function in zebrafish

• Автори: Alexander A. Akerberg (Автор), Caroline E. Burns (Автор), C. Geoffrey Burns (Автор), Christopher Nguyen (Автор)
• Формат: Книга
• Опубліковано: The Company of Biologists, 2019-10-01T00:00:00Z.
• Предмети: article
• Онлайн доступ: 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...