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Early Prognosis Prediction For Non-Variceal Upper Gastrointestinal Bleeding in The Intensive Care Unit 2024 by THuan HO is a document available to read on EtoBox.
What is Early Prognosis Prediction For Non-Variceal Upper Gastrointestinal Bleeding in The Intensive Care Unit 2024 about?
This study develops a mortality prediction model for patients with non-variceal upper gastrointestinal bleeding (NVUGIB) in the ICU using machine learning techniques. Utilizing data from the MIMIC-IV database, the Gradient Boosting Decision Tree model achieved the best performance with an AUC of 0.853, identifying key factors influencing mortality. The model
- Author
- THuan HO
- Language
- EN