FMRIPrep: a robust preprocessing pipeline for functional MRI
Sign Up to like & getrecommendations! Published in 2018 at "Nature methods"
DOI: 10.1038/s41592-018-0235-4
Abstract: Preprocessing of functional magnetic resonance imaging (fMRI) involves numerous steps to clean and standardize the data before statistical analysis. Generally, researchers create ad hoc preprocessing workflows for each dataset, building upon a large inventory of… read more here.
Keywords: preprocessing pipeline; fmri data; fmriprep robust; pipeline ... See more keywords
Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical data
Sign Up to like & getrecommendations! Published in 2020 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocaa139
Abstract: Abstract Objective In applying machine learning (ML) to electronic health record (EHR) data, many decisions must be made before any ML is applied; such preprocessing requires substantial effort and can be labor-intensive. As the role… read more here.
Keywords: preprocessing pipeline; ehr data; pipeline; flexible data ... See more keywords