AIMC Topic: Glutamyl Aminopeptidase

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Utilization of Deep Learning for Subphenotype Identification in Sepsis-Associated Acute Kidney Injury.

Clinical journal of the American Society of Nephrology : CJASN Oct 8, 2020
BACKGROUND AND OBJECTIVES: Sepsis-associated AKI is a heterogeneous clinical entity. We aimed to agnostically identify sepsis-associated AKI subphenotypes using deep learning on routinely collected data in electronic health records.
Humans Phenotype Databases, Factual Prognosis Acute Kidney Injury Electronic Health Records Female Aged Male Middle Aged Comorbidity Deep Learning Sepsis Renal Dialysis United States Creatinine L-Lactate Dehydrogenase Alanine Transaminase Bilirubin Lactic Acid Liver Diseases Blood Urea Nitrogen Leukocyte Count Simplified Acute Physiology Score Glutamyl Aminopeptidase
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