A streamlined workflow for conversion, peer review, and publication of genomics metadata as omics data papers.

Mariya Dimitrova Raïssa Meyer Pier Luigi Buttigieg Teodor GeorgievGeorgi ZhelezovSeyhan DemirovVincent Stuart Smith Lyubomir Penev

Published in: GigaScience (2021)

The omics data paper structure and workflow for import of genomics metadata will help to bring genomic and other omics datasets into the spotlight. Promoting enhanced metadata descriptions and enforcing manuscript peer review and data auditing of the underlying datasets brings additional quality to datasets. We hope that streamlined metadata reuse for scholarly publishing encourages authors to create enhanced metadata descriptions in the form of data papers to improve both the quality of their metadata and its findability and accessibility.

Keyphrases

electronic health record
single cell
big data
quality improvement
machine learning
data analysis
dna methylation
wastewater treatment
copy number
deep learning