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Improving and evaluating deep learning models of cellular organization

MOTIVATION: Cells contain dozens of major organelles and thousands of other structures, many of which vary extensively in their number, size, shape and spatial distribution. This complexity and variation dramatically complicates the use of both traditional and deep learning methods to build accurate...

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Detalles Bibliográficos
Autores principales: Sun, Huangqingbo, Fu, Xuecong, Abraham, Serena, Jin, Shen, Murphy, Robert F
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9710556/
https://www.ncbi.nlm.nih.gov/pubmed/36264139
http://dx.doi.org/10.1093/bioinformatics/btac688