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A tandem segmentation-classification approach for the localization of morphological predictors of C. elegans lifespan and motility

C. elegans is an established model organism for studying genetic and drug effects on aging, many of which are conserved in humans. It is also an important model for basic research, and C. elegans pathologies is a new emerging field. Here we develop a proof-of-principal convolutional neural network-b...

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Detalles Bibliográficos
Autores principales: Galimov, Evgeniy, Yakimovich, Artur
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8908923/
https://www.ncbi.nlm.nih.gov/pubmed/35217630
http://dx.doi.org/10.18632/aging.203916