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Transfer Learning with Deep Convolutional Neural Networks for Classifying Cellular Morphological Changes

The quantification and identification of cellular phenotypes from high-content microscopy images has proven to be very useful for understanding biological activity in response to different drug treatments. The traditional approach has been to use classical image analysis to quantify changes in cell...

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Vydáno v:SLAS Discov
Hlavní autoři: Kensert, Alexander, Harrison, Philip J., Spjuth, Ola
Médium: Artigo
Jazyk:Inglês
Vydáno: SAGE Publications 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6484664/
https://ncbi.nlm.nih.gov/pubmed/30641024
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/2472555218818756
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