Bailey Henderson's scientific contributions
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Publications (2)
Introduction
Chronic diseases in older adults are one of the major epidemiological challenges of current times and leading cause of disability, poor quality of life, high healthcare costs and death. Self-management of chronic diseases is essential to improve health behaviours and health outcomes. Technology-assisted interventions have shown to impr...
The application of machine learning algorithms to healthcare data can enhance patient care while also reducing healthcare worker cognitive load. These algorithms can be used to detect anomalous physiological readings, potentially leading to expedited emergency response or new knowledge about the development of a health condition. However, while the...
Citations
... The results of this one-arm, non-randomized pilot study are yet to be published. 79 A few studies specifically addressed HRQoL evaluation based on interviews. A Swedish study of 67 persons with autoimmune AD (and 80 controls) showed that females (N = 39) experienced more problems with emotional and cognitive regulation versus controls, while both sexes were affected at the level of executive functions in association with mental fatigue and lower doses of glucocorticoids. ...
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... Gogoi et al. [14] proposed a breast abnormal detection method through statistical feature analysis using infrared thermograms. Šabić et al. [15] developed a machine-learning-based healthcare and anomaly detection method to predict anomalies in heart rate data, which can enhance patient care while also reducing healthcare workers' cognitive load. Their findings demonstrated the advantages of the local outlier factor (LOF) in the task of heart rate prediction. ...
