Ontology highlight
ABSTRACT:
SUBMITTER: Zhao X
PROVIDER: S-EPMC8526252 | biostudies-literature | 2021
REPOSITORIES: biostudies-literature
Zhao Xin X Shen Wenqian W Wang Guanjun G
Computational intelligence and neuroscience 20211012
Sepsis is an organ failure disease caused by an infection resulting in extremely high mortality. Machine learning algorithms XGBoost and LightGBM are applied to construct two processing methods: mean processing method and feature generation method, aiming to predict early sepsis 6 hours in advance. The feature generation methods are constructed by combining different features, including statistical strength features, window features, and medical features. Miceforest multiple interpolation method ...[more]