Predicting Lung Healthiness Risk Scores to Identify Probability of an Asthma Attack
نویسندگان
چکیده
منابع مشابه
How to treat an asthma attack.
What are the symptoms? You may have any of the following: • Shortness of breath, trouble breathing, or fast breathing • Trouble doing normal activities, such as exercising, playing sports, or doing chores that involve lifting • Trouble talking • Fingers or lips turning blue or gray • A peak flow rate (how fast you can blow air out of your lungs) less than 80 percent of your personal best • Tigh...
متن کاملRisk factors and costs associated with an asthma attack.
BACKGROUND A study was undertaken to identify asthma patients at risk of an attack and to assess the economic impact of treatment strategies. METHODS A retrospective cohort analysis of a representative data set of 12 203 patients with asthma in the UK over a one year period was performed. Logistic multiple regression was used to model the probability of an attack occurring using a set of cate...
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Effective management of populations with asthma requires methods for identifying patients at high risk for adverse outcomes. The aim of this study was to develop and validate prediction models that used computerized utilization data from a large health-maintenance organization (HMO) to predict asthma-related hospitalization and emergency department (ED) visits. In this retrospective cohort desi...
متن کاملApplication of Isotonic Regression in Predicting Business Risk Scores
an isotonic regression model fits an isotonic function of the explanatory variables to estimate the expectation of the response variable. In other words, as the function increases, the estimated expectation of the response must be non-decreasing. With this characteristic, isotonic regression could be a suitable option to analyze and predict business risk scores. A current challenge of isotonic ...
متن کاملValidation and refinement of scores to predict very early stroke risk after transient ischaemic attack.
BACKGROUND We aimed to validate two similar existing prognostic scores for early risk of stroke after transient ischaemic attack (TIA) and to derive and validate a unified score optimised for prediction of 2-day stroke risk to inform emergency management. METHODS The California and ABCD scores were validated in four independent groups of patients (n=2893) diagnosed with TIA in emergency depar...
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ژورنال
عنوان ژورنال: Procedia Computer Science
سال: 2019
ISSN: 1877-0509
DOI: 10.1016/j.procs.2019.11.071