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drug-effectiveness

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makotoy56 / mimic-iv-nonicu-medication

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EHR-based observational analysis of adult non-ICU hospital admissions using MIMIC-IV. Evaluates early RAAS inhibitor exposure and in-hospital mortality with multivariable logistic regression, absolute risk estimation, and SAS-Python validation.

python bigquery sql biostatistics logistic-regression ehr observational-study clinical-research real-world-evidence portfolio-project risk-difference clinical-data-science clinical-epidemiology mimic-iv health-sciences drug-effectiveness medical-research
  • Updated Jun 11, 2026
  • Jupyter Notebook

makotoy56 / mimic-iv-copd-raas-analysis

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EHR-based observational survival analysis of ICU patients with COPD using MIMIC-IV. Evaluates the association between pre-ICU RAAS inhibitor exposure and in-hospital mortality using time-to-event methods.

python bigquery sql biostatistics survival-analysis ehr kaplan-meier cox-regression observational-study real-world-evidence time-to-event portfolio-project log-rank-test copd clinical-data-science cox-proportional-hazards mimic-iv health-sciences drug-effectiveness medical-research
  • Updated Jun 11, 2026
  • Jupyter Notebook

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