Development and Validation of Personalized Prediction to Estimate Future Risk of Severe Exacerbations and Uncontrolled Asthma in Patients with Asthma, Using Clinical Parameters and Early Treatment Response.
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Summary
A risk prediction score is developed and externally validated, quantifying both level of current asthma control and the guideline-defined future risk, so patients' individual risk can now be estimated in an easy way.
- Type
- article
- Published
- 2019-01-01
- Cited by
- 21
- References
- 40
- OpenAlex
- https://openalex.org/W29936188
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:49411562
Keywords
Computer science
References
- Difficult to Control Asthma: Epidemiology and its Link with Environmental Factors
- Internet-Based Self-management Plus Education Compared With Usual Care in Asthma
- Asthma Outcomes: Composite Scores of Asthma Control
- The influence of age and sex on asthma admissions.
- Clinical, economic, and humanistic burden of asthma in Canada: a systematic review
- Recent asthma exacerbations: a key predictor of future exacerbations.
- Presentation of multivariate data for clinical use: The Framingham Study risk score functions
- Exhaled nitric oxide: independent effects of atopy, smoking, respiratory tract infection, gender and height.
- Asthma exacerbations: predisposing factors and prediction rules
- ‘SIMPLES’: a structured primary care approach to adults with difficult asthma
- Symptom- and fraction of exhaled nitric oxide-driven strategies for asthma control: A cluster-randomized trial in primary care.
- Associations of patient outcomes with level of asthma control.
- Effect of asthma exacerbations on health care costs among asthmatic patients with moderate and severe persistent asthma.
- The Cost of Persistent Asthma in Europe: An International Population-Based Study in Adults
- Getting control of uncontrolled asthma.
- Use of the Asthma Control Questionnaire to predict future risk of asthma exacerbation.
- The global burden of asthma.
- Overall asthma control: the relationship between current control and future risk.
- Differences in airway inflammation in patients with fixed airflow obstruction due to asthma or chronic obstructive pulmonary disease.
- Development and validation of a questionnaire to measure asthma control.
Cited by
- Future Risks in Patients With Severe Asthma
- Development and validation of an asthma exacerbation prediction model using electronic health record (EHR) data
- The Journal of Allergy and Clinical Immunology: In Practice 2019 Highlights.
- Data-driven questionnaire-based cluster analysis of asthma in Swedish adults
- Data-Influence Analytics in Predictive Models Applied to Asthma Disease
- Clinical and economic impact of high short-acting β-agonist use in patients with persistent asthma
- Effect of nocturnal Temperature-controlled Laminar Airflow on the reduction of severe exacerbations in patients with severe allergic asthma: a meta-analysis
- Patient characteristics, biomarkers and exacerbation risk in severe, uncontrolled asthma
- Detecting asthma control level using feature-based time series classification
- Patient-reported outcome measures after 8 weeks of mepolizumab treatment and long-term outcomes in patients with severe asthma: an observational study
- Characteristics, phenotypes, mechanisms and management of severe asthma
- Asthma exacerbations during the pandemic: Time to rethink clinical markers
- Clinical response to benralizumab can be predicted by combining clinical outcomes at 3 months with baseline characteristics
- Promising treatment biomarkers in asthma
- Investigating Machine Learning Techniques for Predicting Risk of Asthma Exacerbations: A Systematic Review
- Inflammatory risks and asthma attacks: what comes next?
- Predicting prolonged hospitalization in asthma patients: model development and external validation
- Asthma and severe acute respiratory infections: a stratified analysis of mortality patterns in Brazil
- Utilizing data mining to improve asthma control in children: a study on influential factors
- Adult Severe Asthma
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