Скачать или смотреть AI Powered Empirical Antibiotic Recommendation Engine (AIEARS) by Apollo HealthAxis

Empirical Antibiotic Recommendation System is a novel artificial intelligence system that provides antibiotic-associated trends for age, gender, inpatient or outpatients, site of infection, and day from admission. The data used for this system has been collected from 2018 to 2023. This analysis and further use of Machine Learning Recommendation System (Content Based) include 33% Outpatient and 66% Inpatient Isolates. The current accuracy of the Model for prediction, of the top 3 probable organisms with their sensitivity pattern, is over 92% (which is comparative owing to multiclass classification). The model is updated every quarter with input from over 20 Apollo Hospitals which have been consistently reporting Antibiotic Sensitivity as part of WHONET and AWARE Classification (WHO).

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