GelGenie: an AI-powered framework for gel electrophoresis image analysis

Abstract Gel electrophoresis is a ubiquitous laboratory method for the separation and semi-quantitative analysis of biomolecules. However, gel image analysis principles have barely advanced for decades, in stark contrast to other fields where AI has revolutionised data processing. Here, we show that...

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Bibliographic Details
Main Authors: Matthew Aquilina, Nathan J. W. Wu, Kiros Kwan, Filip Bušić, James Dodd, Laura Nicolás-Sáenz, Alan O’Callaghan, Peter Bankhead, Katherine E. Dunn
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-59189-0
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