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Role of Artificial Intelligence in Fighting Antimicrobial Resistance in Pediatrics

Artificial intelligence (AI) is a field of science and engineering concerned with the computational understanding of what is commonly called intelligent behavior. AI is extremely useful in many human activities including medicine. The aim of our narrative review is to show the potential role of AI i...

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Autores principales: Fanelli, Umberto, Pappalardo, Marco, Chinè, Vincenzo, Gismondi, Pierpacifico, Neglia, Cosimo, Argentiero, Alberto, Calderaro, Adriana, Prati, Andrea, Esposito, Susanna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7692722/
https://www.ncbi.nlm.nih.gov/pubmed/33139605
http://dx.doi.org/10.3390/antibiotics9110767
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author Fanelli, Umberto
Pappalardo, Marco
Chinè, Vincenzo
Gismondi, Pierpacifico
Neglia, Cosimo
Argentiero, Alberto
Calderaro, Adriana
Prati, Andrea
Esposito, Susanna
author_facet Fanelli, Umberto
Pappalardo, Marco
Chinè, Vincenzo
Gismondi, Pierpacifico
Neglia, Cosimo
Argentiero, Alberto
Calderaro, Adriana
Prati, Andrea
Esposito, Susanna
author_sort Fanelli, Umberto
collection PubMed
description Artificial intelligence (AI) is a field of science and engineering concerned with the computational understanding of what is commonly called intelligent behavior. AI is extremely useful in many human activities including medicine. The aim of our narrative review is to show the potential role of AI in fighting antimicrobial resistance in pediatric patients. We searched for PubMed articles published from April 2010 to April 2020 containing the keywords “artificial intelligence”, “machine learning”, “antimicrobial resistance”, “antimicrobial stewardship”, “pediatric”, and “children”, and we described the different strategies for the application of AI in these fields. Literature analysis showed that the applications of AI in health care are potentially endless, contributing to a reduction in the development time of new antimicrobial agents, greater diagnostic and therapeutic appropriateness, and, simultaneously, a reduction in costs. Most of the proposed AI solutions for medicine are not intended to replace the doctor’s opinion or expertise, but to provide a useful tool for easing their work. Considering pediatric infectious diseases, AI could play a primary role in fighting antibiotic resistance. In the pediatric field, a greater willingness to invest in this field could help antimicrobial stewardship reach levels of effectiveness that were unthinkable a few years ago.
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spelling pubmed-76927222020-11-28 Role of Artificial Intelligence in Fighting Antimicrobial Resistance in Pediatrics Fanelli, Umberto Pappalardo, Marco Chinè, Vincenzo Gismondi, Pierpacifico Neglia, Cosimo Argentiero, Alberto Calderaro, Adriana Prati, Andrea Esposito, Susanna Antibiotics (Basel) Review Artificial intelligence (AI) is a field of science and engineering concerned with the computational understanding of what is commonly called intelligent behavior. AI is extremely useful in many human activities including medicine. The aim of our narrative review is to show the potential role of AI in fighting antimicrobial resistance in pediatric patients. We searched for PubMed articles published from April 2010 to April 2020 containing the keywords “artificial intelligence”, “machine learning”, “antimicrobial resistance”, “antimicrobial stewardship”, “pediatric”, and “children”, and we described the different strategies for the application of AI in these fields. Literature analysis showed that the applications of AI in health care are potentially endless, contributing to a reduction in the development time of new antimicrobial agents, greater diagnostic and therapeutic appropriateness, and, simultaneously, a reduction in costs. Most of the proposed AI solutions for medicine are not intended to replace the doctor’s opinion or expertise, but to provide a useful tool for easing their work. Considering pediatric infectious diseases, AI could play a primary role in fighting antibiotic resistance. In the pediatric field, a greater willingness to invest in this field could help antimicrobial stewardship reach levels of effectiveness that were unthinkable a few years ago. MDPI 2020-11-01 /pmc/articles/PMC7692722/ /pubmed/33139605 http://dx.doi.org/10.3390/antibiotics9110767 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Fanelli, Umberto
Pappalardo, Marco
Chinè, Vincenzo
Gismondi, Pierpacifico
Neglia, Cosimo
Argentiero, Alberto
Calderaro, Adriana
Prati, Andrea
Esposito, Susanna
Role of Artificial Intelligence in Fighting Antimicrobial Resistance in Pediatrics
title Role of Artificial Intelligence in Fighting Antimicrobial Resistance in Pediatrics
title_full Role of Artificial Intelligence in Fighting Antimicrobial Resistance in Pediatrics
title_fullStr Role of Artificial Intelligence in Fighting Antimicrobial Resistance in Pediatrics
title_full_unstemmed Role of Artificial Intelligence in Fighting Antimicrobial Resistance in Pediatrics
title_short Role of Artificial Intelligence in Fighting Antimicrobial Resistance in Pediatrics
title_sort role of artificial intelligence in fighting antimicrobial resistance in pediatrics
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7692722/
https://www.ncbi.nlm.nih.gov/pubmed/33139605
http://dx.doi.org/10.3390/antibiotics9110767
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