AN ENSEMBLE MACHINE LEARNING MODEL FOR EARLY PREDICTION OF VANCOMYCIN-INDUCED ACUTE KIDNEY INJURY IN ICU PATIENTS

An Ensemble Machine Learning Model for Early Prediction of Vancomycin-Induced Acute Kidney Injury in ICU Patients

Introduction: Acute Kidney Injury (AKI) is a severe complication of vancomycin treatment due to its nephrotoxic effects.However, research on predicting AKI in this high-risk group remains limited.This study presents a stacking ensemble Handheld Stick Vacuum machine learning model designed to predict the onset of AKI in this patient population.Metho

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Behavioral Interactions Between Liris Nigra Van Der Linden (Hymenoptera: Sphecidae) and Gryllulus Domesticus L. (Orthoptera: Gryllidae)

This study surveys and attempts to interpret Pet Vitamins the different behavioral interactions between the solitary wasp Liris nigra V.d.L, and crickets of the species Gryllulus domesticus L.in different hunting situations.Significant variations are recorded, some of which are predictable, others not.Wasp-cricket interactions and responses become

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Persistence of genetically engineered canola populations in the U.S. and the adventitious presence of transgenes in the environment.

Feralization of genetically engineered (GE) crops increases the risk that transgenes will become integrated into natural and naturalizing plant populations.A key assumption of the management of GE crops is that populations of escaped plants are short-lived and therefore the risks they pose are limited.However, few populations of escaped crop plants

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