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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
README.md

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. Cardiac arrest outcomes
  4. Checkpoint Inhibitor–Associated Critical Illness Phenotyping
  5. CAR-T Temperature Trajectory & Circadian Analysis
  6. CLIFATRON
  7. Clinical Implications of Sepsis Definitions
  8. Code Status
  9. Differential Severity: PaO2/FiO2 vs SpO2/FiO2 in Acute Hypoxemic Respiratory Failure
  10. Distinct Sedation Trajectories and Their Characteristics in Mechanically Ventilated ICU Patients
  11. Early Warning Score Validation in Oncology Inpatients
  12. Effect of Nocturnal Sedation on SBT Performance and Extubation
  13. Eligibility for Mobilization
  14. Epidemiology of Code Status Orders Across CLIF Sites
  15. Epidemiology of CRRT
  16. Epidemiology of Sedation
  17. Epidemiology of Vasopressor Escalation
  18. FLAIR
  19. FLAME-ICU
  20. High Risk Extubation Devices
  21. HROHCA
  22. ICU Readmission
  23. ICU Respiratory Failure Trajectories, Air Pollution Exposure, and Outcomes
  24. Induction Dose Variability during RSI
  25. Language Disparities in Patients Undergoing IMV

🔬 Projects (cont.)

  1. National Pollution-Attributable ARF Geospatial Estimation Project
  2. OHCA Detection Analysis
  3. OHCA RL
  4. Paralytic Use Across CLIF Consortium
  5. PF vs SF Performance
  6. Prolonged Respiratory Failure (ITRACH)
  7. Prolonged Respiratory Failure Prediction
  8. Proning Incidence in Severe ARF
  9. Resistance Patterns of Pseudomonas Aeruginosa in Critically Ill Adults
  10. Respiratory Failure Environmental Risk (REFER) in ICU Patients
  11. Role of Treatment Setting in Acute Respiratory Failure
  12. Rule-Based SAT Comparison
  13. Rule-Based SAT/SBT Signature Detection
  14. Sepsis Identification
  15. SIPA
  16. SIPA Model Training
  17. Temperature Trajectory Subphenotypes After CAR T-Cell Administration
  18. Transplant Recipient
  19. Transplant Donor Identifier
  20. Variation in Antimicrobial Consumption in Critically Ill Adults
  21. Variation in Management of Culture-Positive Empyema
  22. Ventilation Variation

Pinned Loading

  1. clifpy clifpy Public

    Python package for CLIF

    Python 16 7

  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 13 20

  4. CLIF CLIF Public

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

    Jupyter Notebook 23 10

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