Validation of the ICU-DaMa tool for automatically extracting variables for minimum dataset and quality indicators: The importance of data quality assessment.

•ICU-DaMa is a tool to help clinicians use their own data for quality assessment.•Errors in automatically extracted data can be identified and corrected.•Auditing the quality of the data is essential to use them for building new knowledge.