Democratizing EHR analyses with FIDDLE: a flexible data-driven preprocessing pipeline for structured clinical data
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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