Risk Level of Asthma and Chronic Obstructive Pulmonary Disease Through Design of an Intelligent Type-2 Fuzzy Expert System
نویسندگان
چکیده
منابع مشابه
design of an analog fuzzy logic controller chip
fuzzy logic has been developed over the past three decades into a widely applied techinque in classification and control engineering. today fuzzy logic control is one of the most important applications of fuzzy set theory and specially fuzzy logic. there are two general approachs for using of fuzzy control, software and hardware. integrated circuits as a solution for hardware realization are us...
15 صفحه اولNeuro-fuzzy classification of asthma and chronic obstructive pulmonary disease
BACKGROUND This paper presents a system for classification of asthma and chronic obstructive pulmonary disease (COPD) based on fuzzy rules and the trained neural network. METHODS Fuzzy rules and neural network parameters are defined according to Global Initiative for Asthma (GINA) and Global Initiative for chronic Obstructive Lung Disease (GOLD) guidelines. For neural network training more th...
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Submitted: Apr 25, 2013; Accepted: Jun 3, 2013; Published: Jun 10, 2013 Abstract: Soft Computing techniques have been used in a wide variety of applications and medical field is no exception. Although its usage is predominant in areas like cardiac and diabetes, sufficient amount of research has not been conducted in exploring its usage in the functioning of lungs. Keeping in view this aspect, t...
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OBJECTIVE Inflammation plays a key role in chronic obstructive pulmonary disease (COPD) and asthma. Increasing evidence points toward a role of inflammation in the pathogenesis of type 2 diabetes. We wanted to determine the relation of COPD and asthma with the development of type 2 diabetes. RESEARCH DESIGN AND METHODS The Nurses' Health Study is a prospective cohort study. From 1988-1996, 10...
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Asthma and chronic obstructive pulmonary disease (COPD) are highly prevalent chronic diseases in the general population. Both are characterized by similar mechanisms: airway inflammation, airway obstruction, and airway hyperresponsiveness. However, the distinction between the two obstructive diseases is not always clear. Multiple epidemiological studies demonstrate that in elderly people with o...
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ژورنال
عنوان ژورنال: Instrumentation Mesure Métrologie
سال: 2019
ISSN: 1631-4670,2269-8485
DOI: 10.18280/i2m.180610