Soft phenotyping for sepsis via EHR time-aware soft clustering

Sepsis is one of the most serious hospital conditions associated with high mortality. Sepsis is the result of a dysregulated immune response to infection that can lead to multiple organ dysfunction and death. Due to the wide variability in the causes of sepsis, clinical presentation, and the recover...

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Veröffentlicht in:	Journal of biomedical informatics 2024-04, Vol.152, p.104615-104615, Article 104615
Hauptverfasser:	Jiang, Shiyi, Gai, Xin, Treggiari, Miriam M., Stead, William W., Zhao, Yuankang, Page, C. David, Zhang, Anru R.
Format:	Artikel
Sprache:	eng
Schlagworte:	EHR Semi-supervised learning Sepsis sub-phenotyping Soft clustering
Online-Zugang:	Volltext
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