The paper introduces
the problem of the primary headache diagnosis and presents its current taxonomy. The considered problem is simplified into the three class classification task which is solved using advanced machine learning techniques. Experiments, carried out on the large dataset collected by authors, confirmed that computer decision support systems can achieve high recognition accuracy and therefore be a useful tool in an everyday physician practice. This is the starting point for the future research on automation of the primary headache diagnosis.”
“Background: Rapid access to medical services which is an important predictor of treatment and rehabilitation outcome requires that there is an understanding of stroke risk factors and early warning signs. This study assessed awareness of stroke risk factors and warning signs among students and staff of AZD2014 nmr Obafemi Awolowo University, Nigeria. Methods: This was a cross sectional survey involving 994 (500 students and 494 staff) respondents. Information on the awareness of stroke risk factors and warning signs was collected
with the aid of a structured questionnaire. Descriptive and inferential statistics were used for data analysis. Results: Weakness (66.2%) was the most commonly identified warning sign of stroke with more staff (69.8%) identifying correctly than students (62.6%). Hypertension (83.4%) was the most commonly identified stroke risk factor, with more Copanlisib datasheet staff (91.7%) identifying correctly than students (83.2%). There were significant differences (p < 0.05) in the awareness of some
risk factors (age, hypertension, stress and obesity), and warning signs (dizziness, numbness, weakness, headache and vision problems) between students and staff. Predictors for adequate awareness of both stroke risk factors and warning signs were younger age, smoking history and higher educational level. Conclusions: Majority of the respondents recognized individual important stroke risk factors and warning signs, but few recognized multiple stroke risk factors and warning signs. Awareness programs on stroke should be organized, even in communities with educated AZD7762 order people to increase public awareness on the prevention of stroke and on the reduction of morbidity in the survivors.”
“Purpose of reviewAlthough many reviews have focused on diet as a determinant of coronary heart disease (CHD), little is known about the use of specific nutrients or food products. The aim of this review was to examine the role of several functional foods, or nutraceuticals, in the prevention or treatment of CHD.Recent findingsCHD continues to be one of the main causes of death in modern societies. Far from diminishing, its prevalence and incidence continue to grow and are probably linked to the increase in metabolic disorders such as obesity, diabetes and metabolic syndrome. Numerous preventive measures and treatments are being considered for these metabolic diseases.