A predictive model for PICC-related thrombosis in sepsis patients using XGBoost algorithm

Abstract Percutaneous insertion of central venous catheters (PICC) is critical for the management of sepsis patients requiring prolonged intravenous therapy; however, it poses significant complications, including thrombosis. Identifying risk factors for PICC-related thrombosis can enhance clinical m...

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Váldodahkkit:	Wei Hao, Tian-yu She, Zhen-nan Yuan, Li-na Liu, Hui-ling Qin
Materiálatiipa:	Artigo
Giella:	Inglês
Almmustuhtton:	Nature Portfolio 2026-03-01
Ráidu:	Scientific Reports
Fáttát:	PICC Thrombosis Sepsis XGBoost Predictive modeling
Liŋkkat:	https://doi.org/10.1038/s41598-026-44999-z
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