INFORMING WORK INTERACTION DESIGN BY 3RD GENERATION ACTIVITY THEORY



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 machine learning model designed to predict the onset of AKI in this patient population.Methods: Leveraging data fr

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PROJECT CI-NERGY: TOWARDS AN INTEGRATED ENERGY URBAN PLANNING SYSTEM FROM A DATA MODELLING AND SYSTEM ARCHITECTURE PERSPECTIVE

Growing urbanisation, its related environmental impacts, and social inequalities in cities are challenges requiring a holistic urban planning perspective that takes into account the different aspects of sustainable development.One crucial point is to reconcile urban planning with environmental targets, which include decreasing energy demand and CO2

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