A deep learning dataset for sample preparation artefacts detection in multispectral high-content microscopy

Abstract High-content image-based screening is widely used in Drug Discovery and Systems Biology. However, sample preparation artefacts may significantly deteriorate the quality of image-based screening assays. While detection and circumvention of such artefacts could be addressed using modern-day m...

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Bibliographic Details
Main Authors: Vaibhav Sharma, Artur Yakimovich
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-024-03064-y