Deep Learning Image Analysis of High-Throughput Toxicology Assay Images

Deep Learning Image Analysis of High-Throughput Toxicology Assay Images

High-throughput chemical screening approaches often employ microscopy to capture photomicrographs from multi-well cell culture plates, generating thousands of images that require time-consuming human analysis. To automate this subjective and time-consuming manual process, we have developed a method...

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Bibliographic Details
Main Authors: Arpit Tandon, Brian Howard, Sreenivasa Ramaiahgari, Adyasha Maharana, Stephen Ferguson, Ruchir Shah, B. Alex Merrick
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:SLAS Discovery
Subjects:
Deep learning
Toxicology
Image analysis
CNN
Online Access:http://www.sciencedirect.com/science/article/pii/S2472555221000149

Internet

http://www.sciencedirect.com/science/article/pii/S2472555221000149

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