Author

Tingting Wang

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Open access Sep 2026

Machine learning for the early prediction of 28-day mortality in patients with sepsis in the ICU based on MIMIC-Ⅳ database

Sepsis triggers a life-threatening organ dysfunction due to infection that contributes to high mortality. We aim to develop a machine-learning model based on Medical Information Mart for Intensive Care Ⅳ (MIMIC-Ⅳ) 2.2 database for predicting 28-day mortality in patients with sepsis in the intensive care unit (ICU). The...

Yi Sun, Ting-Ting Wang, Meng-Na Zhang et al. · Scientific Reports · 0 citations

Open access Aug 2026

Development of Machine Learning–Based Models to Predict Mortality in Intensive Care Unit Patients with Sepsis

Objective This study aimed to develop and validate a predictive model using machine learning to estimate mortality among intensive care unit patients. Methods The medical records of 874 sepsis patients hospitalized at the Affiliated Hospital of Chengde Medical University from 2021 to 2024 were retrospectively analyzed....

Ting-Ting Wang, Yi Sun, Meng-Na Zhang et al. · Journal of Inflammation Rese... · 0 citations