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Asthma Detection Research Based on Voice Signal Processing and Machine Learning
Published on: July 22, 2025
Digital Health Technology in Asthma: A Comprehensive Scoping Review.
Giselle Mosnaim1, Guilherme Safioti2, Randall Brown3
1Division of Pulmonary, Allergy and Critical Care, Department of Medicine, North Shore University Health System, Evanston, Ill.
Digital interventions for asthma show promise, especially interactive ones that improve adherence and reduce asthma burden. Future digital asthma tools should combine inhaler devices with software for personalized, engaging patient care.
Area of Science:
- Digital health
- Asthma management
- Intervention science
Background:
- Digital interventions for asthma have evolved over the past decade.
- These interventions vary in interactivity, personalization, and impact on outcomes.
- Previous research explored diverse digital approaches for asthma therapy.
Purpose of the Study:
- To assess digital interventions' effectiveness in asthma care.
- To evaluate patient and physician acceptability of digital asthma tools.
- To explore the potential of digital initiatives for asthma monitoring and treatment.
Main Methods:
- A scoping review methodology was employed.
- Literature search identified 871 articles; 121 were evaluated.
- Interventions were categorized by patient interactivity level.
Main Results:
- Non-individualized interventions improved adherence but not asthma burden.
- Data-gathering interventions had minimal impact on adherence or asthma burden.
- Interactive, two-way communication interventions improved both adherence and asthma burden.
Conclusions:
- Digital health interventions offer significant potential for asthma monitoring and personalized treatment.
- Future interventions require integrated inhaler devices and software.
- Success depends on accurate clinical measurement, usability, personalization, and patient engagement.
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