AIMC Topic: Hand Hygiene
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Leveraging AI-driven nudge theory to enhance hand hygiene compliance: paving the path for future infection control.
Frontiers in public health
Jan 23, 2025
Hand hygiene is critical for preventing infections, yet maintaining compliance remains challenging across healthcare, schools, and communities. Despite strong evidence, lapses occur due to cognitive barriers, understaffing, limited resources, and ant...
Promoting hand hygiene in a chemotherapy day center: the role of a robot.
Antimicrobial resistance and infection control
Dec 21, 2024
BACKGROUND: Hand hygiene is a critical component of infection prevention in healthcare settings. Innovative strategies are required to enhance hand hygiene practices among patients and healthcare workers (HCWs).
Artificial intelligence for training and reporting infection prevention measures in critical wards.
Frontiers in public health
Oct 16, 2024
Integration of an electronic hand hygiene auditing system with electronic health records using machine learning to predict hospital-acquired infection in a health care setting.
American journal of infection control
Sep 21, 2024
BACKGROUND: Hospital-acquired infections (HAIs) increase morbidity, mortality, and health care costs. Effective hand hygiene (HH) is crucial for prevention, but achieving high compliance remains challenge. This study explores using machine learning t...
Video-based automatic hand hygiene detection for operating rooms using 3D convolutional neural networks.
Journal of clinical monitoring and computing
Jun 19, 2024
Hand hygiene among anesthesia personnel is important to prevent hospital-acquired infections in operating rooms; however, an efficient monitoring system remains elusive. In this study, we leverage a deep learning approach based on operating room vide...
Playful activity with robot for hand hygiene of elementary school students: quasi-experimental study.
Revista gaucha de enfermagem
Oct 27, 2023
OBJECTIVE: To evaluate the effectiveness of the hand hygiene process after elementary school students participated in an educational activity using an automated digital technology called Tutor Robot.
Feasibility of a real-time hand hygiene notification machine learning system in outpatient clinics.
The Journal of hospital infection
Apr 9, 2018
BACKGROUND: Various technologies have been developed to improve hand hygiene (HH) compliance in inpatient settings; however, little is known about the feasibility of machine learning technology for this purpose in outpatient clinics.
Artificial Intelligence and Hand Hygiene Accuracy: A New Era in Infection Control for Dental Practices.
Clinical and experimental dental research
Jun 1, 2025
OBJECTIVE: The study aimed to assess the efficacy of an artificial intelligence (AI) model in evaluating hand hygiene (HH) performance compared to infection control auditors in dental clinics.
A Pilot Study of Deep Learning Models for Camera based Hand Hygiene Monitoring in ICU.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Jul 1, 2023
Hand hygiene is key to preventing cross-infections in the Intensive Care Unit (ICU). Monitoring of hand washing activities can effectively increase the compliance of clinicians to hand hygiene. In this paper, we explored the feasibility of recognizin...
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