eHDPrep

CRANeHDPrepMaRDI QIDQ78194

Quality Control and Semantic Enrichment of Datasets

Tom M Toner, Ian M Overton

Last update: 5 June 2023

Copyright license: GNU General Public License, version 3.0

Software version identifier: 1.3.2, 1.2.1, 1.3.3

Description

A tool for the preparation and enrichment of health datasets for analysis (Toner et al. (2023) <doi:10.1093/gigascience/giad030>). Provides functionality for assessing data quality and for improving the reliability and machine interpretability of a dataset. 'eHDPrep' also enables semantic enrichment of a dataset where metavariables are discovered from the relationships between input variables determined from user-provided ontologies.

Cites work

• Strategies and techniques for quality control and semantic enrichment with multimodal data: a case study in colorectal cancer with eHDPrep

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