ICU SEPSIS DATASET

This ICU --Sepsis dataset-- comprises comprehensive clinical records of intensive care unit patients, with a focus on sepsis diagnosis and associated risk factors. The dataset includes structured, de-identified patient data featuring demographics, comorbidities, clinical observations, lab test results, and sepsis-related scoring systems. Each row corresponds to an individual patient, with fields capturing critical indicators such as: Demographics: Age, Gender, Patient Admission Source Comorbidities: Presence of cancer, hypertension, hematological or heart diseases Clinical Scores: qSOFA, NEWS (National Early Warning Score), SIRS criteria Laboratory Tests: NT-proBNP, cultures, antibiotic resistance status Microbiological Data: Blood culture results, resistance types, detected pathogens Treatment Info: Previous hospitalizations, antibiotic therapies The dataset is ideal for: Developing early sepsis prediction models Evaluating ICU patient risk stratification Investigating correlations between comorbidities and sepsis outcomes Training machine learning algorithms for clinical decision support Note: Some field names are in Turkish (e.g., "Ek_Hastalık_isimleri"), and a few entries may require preprocessing for missing values or label encoding.