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Updated: Aug 7, 2026

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
Published on: July 22, 2025
[Advances in the application of artificial intelligence in the whole-course management of bronchial asthma]
1School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai 200080, China Department of Respiratory and Critical Care Medicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200080, China.
Abstract:
Bronchial asthma (asthma) is a common chronic inflammatory airway disease with a steadily increasing global disease burden. Current asthma management continues to face multiple challenges, including underdiagnosis, limited individualization of treatment strategies, poor long-term patient adherence, and insufficient accuracy in prognosis evaluation and risk prediction. In recent years, artificial intelligence (AI) technology has demonstrated unique advantages in the whole-course management of asthma. This article provides a systematic review of research progress in the application of AI to asthma diagnosis, assessment, treatment, and follow-up, aiming to offer new insights for further research and application of AI in the whole-course management of asthma.
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