MIMIC-IV Sensitivity Analysis over Variance Thresholds

Fahman Saeed published a sensitivity analysis on variance thresholds using the MIMIC-IV dataset. The dataset is a 5.5 KB Excel file available on figshare. It was last updated on May 21, 2026.

Use Cases

• Evaluating feature selection stability based on variance thresholds
• Analyzing the sensitivity of clinical data preprocessing steps
• Comparing statistical filtering methods for medical datasets

Strengths

• Dataset is openly licensed under CC-BY-4.0
• File size is 5.5 KB, indicating a focused analysis

Limitations

• Row count is unknown, which may limit suitability assessment
• Column-level documentation is absent; field semantics must be inferred after download

Provenance

Source

figshare

Freshness

Last updated 2026-05-21 17:31:29; freshness should be verified