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Automation of Caenorhabditis elegans lifespan assay using a simplified domain synthetic image-based neural network training strategy

Performing lifespan assays with Caenorhabditis elegans (C. elegans) nematodes manually is a time consuming and laborious task. Therefore, automation is necessary to increase productivity. In this paper, we propose a method to automate the counting of live C. elegans using deep learning. The survival...

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Autors principals: Antonio García-Garví, Pablo E. Layana-Castro, Joan Carles Puchalt, Antonio-José Sánchez-Salmerón
Format: Artigo
Idioma:Inglês
Publicat: American Association for the Advancement of Science (AAAS) 2023-01-01
Col·lecció:Computational and Structural Biotechnology Journal
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Accés en línia:http://www.sciencedirect.com/science/article/pii/S200103702300363X
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