Neuro-fuzzy classification of asthma and chronic obstructive pulmonary disease
نویسندگان
چکیده
منابع مشابه
Neuro-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...
متن کاملOverlap Syndrome in Respiratory Medicine: Asthma and Chronic Obstructive Pulmonary Disease
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...
متن کاملAsthma/Chronic Obstructive Pulmonary Disease
TOUCH MEDICAL MEDIA Airway inflammatory diseases are assessed and managed via multiple measurements, including airway caliber, airway responsiveness, and airway inflammation. Exacerbations post diagnosis is also a critical marker in terms of disease status and progression. Currently, diagnosis and monitoring of asthma and chronic obstructive pulmonary disease (COPD) is based largely on symptom ...
متن کاملAsthma and chronic obstructive pulmonary disease.
PURPOSE OF REVIEW In the clinical setting, patients who present with a combination of asthma and chronic obstructive pulmonary disease (COPD)-related traits are not uncommon. This review discusses recent advances in the characterization of the natural course, phenotypes, and molecular markers of cases with coexisting asthma and COPD and in the understanding of the nature of the link between the...
متن کاملAsthma and chronic obstructive pulmonary disease
| Asthma and chronic obstructive pulmonary disease (COPD) are both obstructive airway diseases that involve chronic inflammation of the respiratory tract, but the type of inflammation is markedly different between these diseases, with different patterns of inflammatory cells and mediators being involved. As described in this Review, these inflammatory profiles are largely determined by the invo...
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ژورنال
عنوان ژورنال: BMC Medical Informatics and Decision Making
سال: 2015
ISSN: 1472-6947
DOI: 10.1186/1472-6947-15-s3-s1