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Updated: Mar 29, 2026

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
Published on: July 22, 2025
Diagnostic challenges of adult asthma
1Departments of Pneumology and Intensive Care Medicine, Medizinische Klinik 1, Zentrum für Innere Medizin, Universitätsmedizin Rostock, e.-Heydemannstrasse 6, 18057 Rostock, Germany.
Purpose Of Review:
Bronchial asthma is a common disorder that affects about 300 million people worldwide. Its signs and symptoms however, can be present in other pulmonary and/or airway diseases and therefore a careful workup of patients with respiratory symptoms that might be due to asthma is required to a) keep a broad differential diagnosis, especially in cases that do not respond well to standard antiasthmatic therapy and b) attempt to subphenotype patients within the syndrome of asthma to diagnose e.g. precipitating factors, inflammatory subtypes and comorbidities.
Recent Findings:
The syndrome of asthma contains a number of different phenotypes that offer the possibility of personalized medicine based on the respective asthma phenotype. There are attempts to combine asthma and COPD in newly postulated overlap syndromes which this review discourages to do but instead, based on new and old information concerning asthma phenotyping, suggests to rule in comorbidities and rule out a number of other diseases that can mimick asthma clinically.
Summary:
Bronchial asthma, although one of the most common respiratory diseases, can be mimicked by a number of other pulmonary and airway diseases, and especially patients with so called severe or treatment refractory asthma should receive a detailed diagnostic workup with a rather broad differential diagnosis.
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