Artificial intelligence for training and reporting infection prevention measures in critical wards

Healthcare associated infections (HAI) are a major concern. Infections and sepsis are prevalent causes of prolonged hospitalization, healthcare resources consumption, and mortality. Infection prevention and control (IPC) measures need to be encouraged with the purpose to become standard protocol. Hand hygiene represents the most important measure to prevent the spread of infections. Poor hand hygiene is often due to: the belief that the use of gloves replaces hand hygiene, lack of good example from colleagues and superiors, sinks that are difficult to access or insufficient in number, staff often too busy / not enough time, poor knowledge of guidelines and protocols. Artificial intelligence was recently integrated in hand washing devices; this can implement training on a daily basis but also is an objective method to assess the efficacy of the IPC measures adopted. The benefit–cost ratio of this approach needs to be discussed.

Authors

Institutions

Publication Details

Journal
Frontiers in Public Health
Published
2024-10-16
DOI
https://doi.org/10.3389/fpubh.2024.1442188
Citations
6
Primary Topic
Infection Control in Healthcare
Type
article
Field-Weighted Citation Impact
2.33
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Artificial intelligence for training and reporting infection prevention measures in critical wards

Giuseppe Fiorentino, Anna Iervolino, Francesca Simioli, Anna Annunziata et al.
6 citations
Frontiers in Public Health
Infection Control in Healthcare
2.33
article

Artificial intelligence for training and reporting infection prevention measures in critical wards

Giuseppe Fiorentino, Anna Iervolino, Francesca Simioli, Anna Annunziata, Antonietta Coppola, Mariacristina Boccia
article en
6 citations

Abstract

Healthcare associated infections (HAI) are a major concern. Infections and sepsis are prevalent causes of prolonged hospitalization, healthcare resources consumption, and mortality. Infection prevention and control (IPC) measures need to be encouraged with the purpose to become standard protocol. Hand hygiene represents the most important measure to prevent the spread of infections. Poor hand hygiene is often due to: the belief that the use of gloves replaces hand hygiene, lack of good example from colleagues and superiors, sinks that are difficult to access or insufficient in number, staff often too busy / not enough time, poor knowledge of guidelines and protocols. Artificial intelligence was recently integrated in hand washing devices; this can implement training on a daily basis but also is an objective method to assess the efficacy of the IPC measures adopted. The benefit–cost ratio of this approach needs to be discussed.

Frontiers in Public HealthVol. 12
Ospedale Monaldi (IT)
Good health and well-being
Openalex Percentile: Top 11%
Infection Control in Healthcare
2.33
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.