MIMIC-IV: Clinical Cohort Analysis#

A series of tutorials walking through a complete clinical analysis pipeline on the MIMIC-IV demo dataset (100 de-identified patients from Beth Israel Deaconess Medical Center).

Each script is self-contained and downloads the database automatically on first use via access().

The demo database covers:

  • Patient demographics (gender, age)

  • Hospital admissions with types and locations

  • Medical procedures coded with ICD standards

  • Pharmacy prescriptions and medication data

Data access

Note

SQL ingestion requires connectorx: pip install 'tanat[sql]'

Exploring a patient cohort

Exploring a patient cohort

Filtering and preparing a cohort

Filtering and preparing a cohort

Analysing and clustering cohort sequences

Analysing and clustering cohort sequences

Survival analysis from cohort clusters

Survival analysis from cohort clusters