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Avoiding a replication crisis in deep-learning-based bioimage analysis

Deep learning algorithms are powerful tools to analyse, restore and transform bioimaging data, increasingly used in life sciences research. These approaches now outperform most other algorithms for a broad range of image analysis tasks. In particular, one of the promises of deep learning is the poss...

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Detalles Bibliográficos
Autores principales: Laine, Romain F., Arganda-Carreras, Ignacio, Henriques, Ricardo, Jacquemet, Guillaume
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7611896/
https://www.ncbi.nlm.nih.gov/pubmed/34608322
http://dx.doi.org/10.1038/s41592-021-01284-3