DataCurator.jl: efficient, portable and reproducible validation, curation and transformation of large heterogeneous datasets using human-readable recipes compiled into machine-verifiable templates

Large-scale processing of heterogeneous datasets in interdisciplinary research often requires time-consuming manual data curation. Ambiguity in the data layout and preprocessing conventions can easily compromise reproducibility and scientific discovery, and even when detected, it requires time and e...

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Detalles Bibliográficos
Autores principales: Cardoen, Ben, Ben Yedder, Hanene, Lee, Sieun, Nabi, Ivan Robert, Hamarneh, Ghassan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Application Note
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10290225/
https://www.ncbi.nlm.nih.gov/pubmed/37359728
http://dx.doi.org/10.1093/bioadv/vbad068

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10290225/
https://www.ncbi.nlm.nih.gov/pubmed/37359728
http://dx.doi.org/10.1093/bioadv/vbad068

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