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@Common-Longitudinal-ICU-data-Format

Common Longitudinal ICU data Format (CLIF)

An open source data standard for longitudinal ICU data that enables high quality privacy-preserving multicenter research

Common Longitudinal ICU data Format (CLIF)

License

Advancing Critical Care Through Federated Research, read more at our 🌐 Website or chat with our 🤖 CLIF Assistant!

🔬 Projects


CLIF-proof-of-concept — Proof of concept studies from A common longitudinal intensive care unit data format (CLIF) for critical illness research, Intensive Care Medicine 2025

  1. ARF-NIV Treatment Location
  2. ASE Revised Thresholds for WBC and Temperature
  3. CLIFATRON
  4. Differential Severity: PaO2/FiO2 vs SpO2/FiO2 in Acute Hypoxemic Respiratory Failure
  5. Effect of Nocturnal Sedation on SBT Performance and Extubation
  6. Eligibility for Mobilization
  7. Epidemiology of Code Status Orders Across CLIF Sites
  8. Epidemiology of CRRT
  9. Epidemiology of Sedation
  10. FLAME-ICU
  11. ICU Readmission
  12. Paralytic Use Across CLIF Consortium
  13. Prolonged Respiratory Failure (ITRACH)
  14. Prolonged Respiratory Failure Prediction

🔬 Projects (cont.)


  1. Proning Incidence in Severe ARF
  2. Resistance Patterns of Pseudomonas Aeruginosa in Critically Ill Adults
  3. Respiratory Failure Environmental Risk (REFER) in ICU Patients
  4. Role of Treatment Setting in Acute Respiratory Failure
  5. Rule-Based SAT Comparison
  6. Rule-Based SAT/SBT Signature Detection
  7. Sepsis Identification
  8. SIPA
  9. SIPA Model Training
  10. Transplant Recipient
  11. Transplant Valeos
  12. Variation in Antimicrobial Consumption in Critically Ill Adults
  13. Variation in Management of Culture-Positive Empyema
  14. Ventilation Variation

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  1. clifpy clifpy Public

    Python package for CLIF

    Python 9 5

  2. CLIF-Project-Template CLIF-Project-Template Public template

    This repository provides a suggested structure for a project repository suitable for CLIF projects. This structure promotes consistency, facilitates collaboration, and ensures that all essential co…

    R 2 3

  3. CLIF-MIMIC CLIF-MIMIC Public

    This repository provides the workflow and code to convert the MIMIC IV dataset into the Common Longitudinal ICU data Format (CLIF)

    Jupyter Notebook 6 18

  4. CLIF CLIF Public

    Documentation for the Common Longitudinal ICU data Format (CLIF) data standard for critical care illness research

    Jupyter Notebook 17 9

Repositories

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