Clinical and Microbiological Impact of Implementing a Decision Support Algorithm through Microbiologic Rapid Diagnosis in Critically Ill Patients: An Epidemiological Retrospective Pre-/Post-Intervention Study.

Alejandro RodríguezFrederic GómezCarolina SarviséCristina GutiérrezMontserrat Galofre GiraltMaría Dolores Guerrero-TorresSergio Pardo-GranellEster Picó-PlanaClara Benavent-BofillSandra TreflerJulen Berrueta Laura CanadellLaura ClaveriasErika Esteve PitarchMontserrat OlonaGraciano García PardoXavier TeixidóLaura BordonadoMaría Teresa SansMaría Bodí

Published in: Biomedicines (2023)

The implementation of an algorithm based on rapid microbiological diagnostic techniques allowed for a significant reduction in AC and ARPs without affecting the prognosis of critically ill patients.

Keyphrases

machine learning
deep learning
randomized controlled trial
quality improvement
loop mediated isothermal amplification
primary care
healthcare
cross sectional
neural network