Convolutional Neural Networks Can Predict Retinal Differentiation in Retinal Organoids

We have developed a deep learning-based computer algorithm to recognize and predict retinal differentiation in stem cell-derived organoids based on bright-field imaging. The three-dimensional “organoid” approach for the differentiation of pluripotent stem cells (PSC) into retinal and other neural ti...

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Bibliographic Details
Main Authors: Evgenii Kegeles, Anton Naumov, Evgeny A. Karpulevich, Pavel Volchkov, Petr Baranov
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-07-01
Series:Frontiers in Cellular Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fncel.2020.00171/full