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Comparison of conventional statistical methods with machine learning in medicine: diagnosis, drug development, and treatment
HSR Rajula, G Verlato, M Manchia, N Antonucci… - Medicina, 2020 - mdpi.com
Futurists have anticipated that novel autonomous technologies, embedded with machine
learning (ML), will substantially influence healthcare. ML is focused on making predictions …
learning (ML), will substantially influence healthcare. ML is focused on making predictions …
Systematic literature review of systemic corticosteroid use for asthma management
Systemic corticosteroid use to manage uncontrolled asthma and its associated healthcare
burden may account for important health-related adverse effects. We conducted a systematic …
burden may account for important health-related adverse effects. We conducted a systematic …
Barriers to medication adherence in asthma: the importance of culture and context
EL McQuaid - Annals of Allergy, Asthma & Immunology, 2018 - Elsevier
Objective Significant disparities exist in asthma outcomes. Racial and ethnic minorities have
lower controller medication adherence, which may contribute to differences in asthma …
lower controller medication adherence, which may contribute to differences in asthma …
The role of European healthcare databases for post-marketing drug effectiveness, safety and value evaluation: where does Italy stand?
Enormous progress has been made globally in the use of evidence derived from patients'
clinical information as they access their routine medical care. The value of real-world data …
clinical information as they access their routine medical care. The value of real-world data …
Association between adherence and severe asthma exacerbation: a systematic review and meta-analysis
Objective To assess the association between adherence levels and severe asthma
exacerbation. Design A systematic search was performed from inception to November 2018 …
exacerbation. Design A systematic search was performed from inception to November 2018 …
Building reliable evidence from real-world data: needs, methods, cautiousness and recommendations
National healthcare systems of advanced countries, including Italy, widely agree on the
approach whereby public healthcare decisions should be driven by available evidence on …
approach whereby public healthcare decisions should be driven by available evidence on …
[PDF][PDF] Relationship between fractional exhaled nitric oxide level and efficacy of inhaled corticosteroid in asthma-COPD overlap syndrome patients with different …
JX Feng, Y Lin, J Lin, SS He, MF Chen… - Journal of Korean …, 2017 - synapse.koreamed.org
This study explored the relationship between the fractional exhaled nitric oxide (FeNO) level
and the efficacy of inhaled corticosteroid (ICS) in asthma-chronic obstructive pulmonary …
and the efficacy of inhaled corticosteroid (ICS) in asthma-chronic obstructive pulmonary …
Evaluating the use of methods to mitigate bias from non‐transient medications in the case‐crossover design: A systematic review
HC Huang, WC Li, M Tadrous… - … and Drug Safety, 2023 - Wiley Online Library
Purpose The case‐crossover design is a self‐controlled study design used to compare
exposure immediately preceding an event occurrence with exposure in earlier control …
exposure immediately preceding an event occurrence with exposure in earlier control …
Allergen-specific immunotherapy with Alutard SQ improves allergic inflammation in house-dust mites-induced allergic asthma rats through inactivation of the HMGB1 …
Y Zhai, P Zheng, B Sun, J Li… - Journal of Thoracic …, 2023 - pmc.ncbi.nlm.nih.gov
Background Allergen-specific immunotherapy (AIT) is the only available safe, effective, and
long-term treatment for allergic airway diseases, including allergic asthma. However, the …
long-term treatment for allergic airway diseases, including allergic asthma. However, the …
Nationwide use of inhaled corticosteroids by South Korean asthma patients: an examination of the Health Insurance Review and Service database
JY Choi, HK Yoon, JH Lee, KH Yoo… - Journal of Thoracic …, 2018 - pmc.ncbi.nlm.nih.gov
Background Previous studies have found that the prescription rates of inhaled corticosteroid
(ICS) were considerably low although it is recommended as the optimal asthma treatment …
(ICS) were considerably low although it is recommended as the optimal asthma treatment …