A time series driven model for early sepsis prediction based on transformer module

A time series driven model for early sepsis prediction based on transformer module

Abstract Sepsis remains a critical concern in intensive care units due to its high mortality rate. Early identification and intervention are paramount to improving patient outcomes. In this study, we have proposed predictive models for early sepsis prediction based on time-series data, utilizing bot...

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Príomhchruthaitheoirí: Yan Tang, Yu Zhang, Jiaxi Li
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: BMC 2024-01-01
Sraith:BMC Medical Research Methodology
Ábhair:
Sepsis
Transformer
Time-series
SHAP
Predicting
Rochtain ar líne:https://doi.org/10.1186/s12874-023-02138-6

Ar líne

https://doi.org/10.1186/s12874-023-02138-6

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