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Updated: Mar 30, 2026

A Data-Driven Approach to Quantifying Immune States in Sepsis
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A Data-Driven Approach to Quantifying Immune States in Sepsis

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Establishment and validation of a machine learning-based prediction model for sepsis-induced coagulopathy

Shilei Li1,2, Fang Chen1, Yuxin Dong1

  • 1Department of Emergency Medicine, Tianjin Medical University General Hospital, 154 Anshan Road, Heping District, Tianjin, 300052, China.

Journal of Thrombosis and Thrombolysis
|March 28, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
Light Gradient Boosting MachineMIMIC-Ⅳ databasePrediction modelSepsis-induced coagulopathyShapley additive explanations

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