FocA: A deep learning tool for reliable, near-real-time imaging focus analysis in automated cell assay pipelines

FocA: A deep learning tool for reliable, near-real-time imaging focus analysis in automated cell assay pipelines

The increasing use of automation in cellular assays and cell culture presents significant opportunities to enhance the scale and throughput of imaging assays, but to do so, reliable data quality and consistency are critical. Realizing the full potential of automation will thus require the design of...

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Bibliographic Details
Main Authors: Jeff Winchell, Gabriel Comolet, Geoff Buckley-Herd, Dillion Hutson, Neeloy Bose, Daniel Paull, Bianca Migliori
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:SLAS Discovery
Subjects:
Machine learning
Automation
Robotics
Focus analysis
Cell culture
Cell assays
Online Access:http://www.sciencedirect.com/science/article/pii/S2472555223000606

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http://www.sciencedirect.com/science/article/pii/S2472555223000606

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