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Belén de Escobar

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Articles

Deep Learning Neural Networks Highly Predict Very Early Onset of Pluripotent Stem Cell Differentiation

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By Belén de Escobar, Alejandro La Greca, Ariel Waisman, Alan M. Möbbs
| Cell Press Verified
Highlights • Deep learning (DL) neural networks can efficiently classify light microscopy images • DL recognize PSC from 1 h differentiating epiblast-like cells • DL discriminates images of mouse ESCs in 2i + LIF from those grown in FBS + LIF • DL accurately classifies images of human iPSCs from those of early mesodermal cells Summary Deep learning is a significant step forward for developing autonomous tasks.
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