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Effective management of diabetes is crucial for patient wellbeing and the prevention of low blood sugar levels (Hypoglycemia) and high blood sugar levels (Hyperglycemia) both of which can be potentially dangerous. Traditionally log books are maintained by patients to record information such as insulin usage and their meals. The ever increasing popularity of smart phones has resulted in various applications...
In this paper, we propose to apply non-uniform weighs to the genes in the pathway based analysis and present two weighting schemes for the genes. Specifically, we incorporate our weighting schemes into the global test pathway based analysis approach and investigate the effects of our weighting schemes. We observe that when non-uniform weights are applied, some originally lower ranked pathways are...
We developed a methodology for constructing scoring systems to support bivalent decision making in clinical medicine. Such systems could be of great benefit in forced-choice decision-making situations as well as in triaging, screening, and diagnostic applications. Our methodology combines medical judgment with explicit computer-derived information to identify an optimum parsimonious set of variables...
Although applied to classification, neural network (NN) classifiers have certain limitations, including slow training time, complex interpretation and difficult implementation in terms of optimal network topology. To overcome these disadvantages, this study presents an efficient and simple classifier based on the cerebellar model articulation controller NN (CMAC NN), which has the advantages of very...
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