Pilot evaluation of a ward-based automated hand hygiene training system - 27/03/13
, Eilish Creamer, PhD b, Anthony Dolan, MSc b, Orla Sherlock, PhD b, Hilary Humphreys, MD b, c
Address correspondence to Gerard Lacey, PhD, School of Computer Science and Statistics, O’Reilly Institute Trinity College Dublin, Dublin 2, Ireland.Abstract |
A novel artificial intelligence (AI) system (SureWash; GLANTA, Dublin, Ireland) was placed on a ward with 45 staff members for two 6-day periods to automatically assess hand hygiene technique and the potential effectiveness of the automated training system. Two human reviewers assessed videos from 50 hand hygiene events with an interrater reliability (IIR) of 88% (44/50). The IIR was 88% (44/50) for the human reviewers and 80% (40/50) for the software. This study also investigated the poses missed and the impact of feedback on participation (+113%), duration (+11%), and technique (+2.23%). Our findings showed significant correlation between the human raters and the computer, demonstrating for the first time in a clinical setting the potential use of this type of AI technology in hand hygiene training.
Le texte complet de cet article est disponible en PDF.Key Words : Ward-based education, E-learning, Technique measurement, Artificial intelligence, Computer video analysis
Plan
| Partially funded by Enterprise Ireland Project CP-2008-204 under the National Development Plan 2007-13 and Health Research Board Project TRA/2006/4. |
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| Conflict of interest: H.H. has recent research collaborations with Steris Corporation, Inov8 Science, Pfizer, and Cepheid, and has also recently received lecture and other fees from Novartis, AstraZeneca, and Astellas. G.L. is a director of GLANTA Ltd. |
Vol 41 - N° 4
P. 368-370 - avril 2013 Retour au numéro
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