October 17, 2025Open Access

A Critical Look at a Critical Care Dataset: MIMIC-IV's Construction, Contents, & Consequences

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This analysis evaluates data access and documentation in MIMIC-IV, highlighting the need for clearer guidelines.

MIMIC-IV requires enhanced documentation to facilitate appropriate use, ensuring maximum benefit for researchers.
In-depth analysis identified gaps in the dataset structure and access processes through critical readings.
Recommendations were proposed for future dataset creators to improve documentation and usability overall.
Critical Data Studies can greatly benefit from an improved understanding of datasets like MIMIC-IV and their usage.

Pınar Barlas (2025) studied this question.

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October 17, 2025Open Access

View Full Paper

Ask AI

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Authors

This analysis evaluates data access and documentation in MIMIC-IV, highlighting the need for clearer guidelines.

MIMIC-IV requires enhanced documentation to facilitate appropriate use, ensuring maximum benefit for researchers.
In-depth analysis identified gaps in the dataset structure and access processes through critical readings.
Recommendations were proposed for future dataset creators to improve documentation and usability overall.
Critical Data Studies can greatly benefit from an improved understanding of datasets like MIMIC-IV and their usage.

Pınar Barlas (2025) studied this question.

View Full Paper

Ask AI

Bookmark