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An Artificial Intelligence Approach to Predicting Sepsis-Related Organ Failure (SOFA) in Intensive Care Unit Patients: CatBoost and SHAP Analysis

Year: 2026

Type: conference-paper

Source: European Respiratory Journal

DOI: 10.1183/13993003.congress-2026.pa2852

Authors: Rafet Umut Erdoğan, Talha Kılıç, Sema Nur Atmaca, Begüm Ünlü, Aysel Yıldız Ozer, Mine Gülden Polat, Begum Unlu

Language: English

Topic: Sepsis Diagnosis and Treatment

Subfield: Critical Care and Intensive Care Medicine

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: closed

OpenAlex ID: W7224423014

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