Clinical applications of machine learning in the survival prediction and classification of sepsis: coagulation and heparin usage matter

Abstract Background Sepsis is a life-threatening syndrome eliciting highly heterogeneous host responses. Current prognostic evaluation methods used in clinical practice are characterized by an inadequate effectiveness in predicting sepsis mortality. Rapid identification of patients with high mortali...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Fei Guo, Xishun Zhu, Zhiheng Wu, Li Zhu, Jianhua Wu, Fan Zhang
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	BMC 2022-06-01
Цуврал:	Journal of Translational Medicine
Нөхцлүүд:	Sepsis Deep learning Survival prediction Convolution neural network Coagulation
Онлайн хандалт:	https://doi.org/10.1186/s12967-022-03469-6
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!