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Increasing hospital re-admission rates due to Hospital Acquired Infections (HAIs) are a concern at many healthcare facilities. To prevent the spread of HAIs, caregivers should comply with hand hygiene guidelines, which require reliable and timely hand hygiene compliance monitoring systems. The current standard practice of monitoring compliance involves the direct observation of caregivers' hand cleaning...
Augmented Reality (AR) is heralded to be a promising technology for education. Thus, it is important to properly evaluate it so practitioners feel more confident in its use. Considering the current lack of studies to evaluate AR based educational technology, this work aims to provide some guidelines in order to assist researchers when conducting educational evaluations. The proposed principles were...
Feature selection is important phase in machine learning and in the case of multi-label classification, it can be considerably challenging. In like manner, finding the best subset of good features is involved and difficult when the dataset has significantly large number of features (more than a thousand). In this paper we address the problem of feature selection for multi-label classification with...
Arguably, it is widely known that there is much activity in modeling & simulation (M&S) in healthcare, particularly in decision support and analysis for care delivery systems (CDS). This is supported by recent literature surveys. However, there is limited evidence of reported cost, success and impact. To attempt to investigate the so-called `economics' of M&S in this area, this paper aims...
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