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Understanding the evolution of a complex genetic algorithm is a non-trivial problem, however, genetic-algorithm visualization is in its infancy. This paper reviews some of the current approaches and presents a new visualization approach based on Sammon mapping. Sammon mapping is a nonlinear mapping of a set of vectors in p-dimensional space to a set in(More)
The uncertain fate of individual patients in intensive care results from the heterogeneity of case-mix, life threatening insults, and the host response to such insults. These variables preclude an accurate prediction of likely outcome. Logistic regression models incorporating large numbers of those measurements which vary from patient to patient, and relate(More)
Continuous Positive Airway Pressure Support (CPAP) devices are commonly used in Home Care for treating patients with sleep breathing disorders. This paper presents a Clinical Decision Support (CDS) model for adult patients with Obstructive Sleep Apnea, advising manual titration of positive pressure support and Oxygen supply. The CDS collects data from(More)
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