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 …

Systematic literature review of systemic corticosteroid use for asthma management

ER Bleecker, AN Menzies-Gow, DB Price… - American journal of …, 2020 - atsjournals.org
Systemic corticosteroid use to manage uncontrolled asthma and its associated healthcare
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 …

The role of European healthcare databases for post-marketing drug effectiveness, safety and value evaluation: where does Italy stand?

G Trifirò, R Gini, F Barone-Adesi, E Beghi, A Cantarutti… - Drug Safety, 2019 - Springer
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 …

Association between adherence and severe asthma exacerbation: a systematic review and meta-analysis

B Chongmelaxme, N Chaiyakunapruk… - Journal of the American …, 2020 - Elsevier
Objective To assess the association between adherence levels and severe asthma
exacerbation. Design A systematic search was performed from inception to November 2018 …

Building reliable evidence from real-world data: needs, methods, cautiousness and recommendations

G Corrao, A Cantarutti - Pulmonary Pharmacology & Therapeutics, 2018 - Elsevier
National healthcare systems of advanced countries, including Italy, widely agree on the
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 …

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 …

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 …

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 …