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Updated: Apr 30, 2026

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
Published on: July 22, 2025
Diagnosis of asthma in primary health care: a pilot study
Karin C Ringsberg1, Paula Bjärneman2, Ronny Larsson3
1Nordic School of Public Health, 402 42 Gothenburg, Sweden ; Sahlgrenska Academy, University of Gothenburg, 413 90 Gothenburg, Sweden.
Abstract:
Some patients with an asthma diagnosis have a poor controlled asthma. One explanation may be an incorrect diagnosis. Aim. The aim of the study was to diagnose and classify patients with non-infectious lower respiratory tract problems in primary health care using internationally applied diagnostic criteria and diagnostic tests. Patients and Methods. New adult patients visiting a primary health care centre due to lower airway problems were included. The diagnostic tests included FEV1, FVC, PEF, two questionnaires, methacholine test, and skin prick test. Results. The patients (n = 43) could be divided into four groups: asthma (28%), asthma-like disorder (44%), idiopathic cough (12%), and a nonreversible bronchial obstructive group (16%). The asthma and asthma-like groups showed similar patterns of airway symptoms and trigger factors, not significantly separated by a special questionnaire. Phlegm, heavy breathing, chest pressure/pain, cough, and wheezing were the most common symptoms. Physical exercise and scents were the dominating trigger factors. Conclusions. Nonobstructive asthma-like symptoms seem to be as common as bronchial asthma in primary health care. Due to the similarities in symptoms and trigger factors the study supports the hypothesis that asthma and nonobstructive asthma-like disorders are integrated in the same "asthma syndrome," including different mechanisms, not only bronchial obstruction.
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