A Soft Computing Approach to Acute Coronary Syndrome

Acute Coronary Syndrome (ACS) is transversal to a broad and heterogeneous set of human beings, and assumed as a serious diagnosis and risk stratification problem. Although one may be faced with or had at his disposition different tools as biomarkers for the diagnosis and prognosis of ACS, they have to be previously evaluated and validated in different scenarios and patient cohorts. Besides ensuring that a diagnosis is correct, attention should also be directed to ensure that therapies are either correctly or safely applied. Indeed, this work will focus on the development of a diagnosis decision support system in terms of its knowledge representation and reasoning mechanisms, given here in terms of a formal framework based on Logic Programming, complemented with a problem solving methodology to computing anchored on Artificial Neural Networks. On the one hand it caters for the evaluation of ACS predisposing risk and the respective Degree-of-Confidence that one has on such a happening. On the other hand it may be seen as a major development on the Multi-Value Logics to understand things and ones behavior. Undeniably, the proposed model allows for an improvement of the diagnosis process, classifying properly the patients that presented the pathology (sensitivity ranging from 89.7% to 90.9%) as well as classifying the absence of ACS (specificity ranging from 88.4% to 90.2%).

Trabalhe com o coração - Redução do Risco Cardiovascular nos funcionários da Câmara Municipal de Viana do Alentejo

Este trabalho visou a prevenção das doenças cardiovasculares através da promoção de estilos de vida saudáveis em adultos em idade ativa. Objetivos: Avaliar o Risco Cardiovascular; identificar os conhecimentos sobre fatores de risco modificáveis; promover a criação de um grupo dinamizador de atividades promotoras de estilos de vida saudáveis. Metodologia: Planeamento em Saúde. Resultados: Dos 71 indivíduos avaliados, 33,8 % apresentaram evidência de risco cardiovascular, sendo que 6 apresentaram um Risco Cardiovascular muito alto, 4 risco alto e 14 risco moderado. Existiram diferenças significativas ao nível dos conhecimentos sobre doenças cardiovasculares e estilos de vida referidos pelos 2 grupos de funcionários avaliados. Conclusões: A adesão a estilos de vida saudáveis contribui para a redução dos fatores de risco modificáveis, cuja avaliação só é possível a médio e longo prazo. O investimento na criação de um grupo dinamizador no local de trabalho e a formalização de parcerias contribuiu para garantir a sustentabilidade do projeto; ABSTRACT: This work aimed the prevention of cardiovascular disease by promoting healthy lifestyles in adults of working age. Aims: Evaluate cardiovascular risk; identify the knowledge of modifiable risk factors; promote the creation of a dynamic group of activities that promote healthy lifestyles. Methodology: Planning in Health. Results: 71 workers evaluated, 33,8% had evidence of Cardiovascular Risk, and 6 showed a very high cardiovascular risk, 4 high risk and 14 moderate risk. There were significant differences in the knowledge of cardiovascular diseases and lifestyles reported by the two groups of evaluated employees. Conclusions: Following healthy lifestyles contributes to the reduction of modifiable risk factors, whose assessment is possible only in the medium and long term. The investment in creating a dynamic group in the workplace and the formalization of partnerships contributed to ensure the sustainability of the project.