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Updated: Jan 18, 2026

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
04:04

Asthma Detection Research Based on Voice Signal Processing and Machine Learning

Published on: July 22, 2025

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基于深度学习的抑郁症和喘事件时间分析,使用我们所有人的研究计划

Xueting Wang1,2, Lucila Ohno-Machado1, Jose L Gomez3

  • 1Section of Biomedical Informatics and Data Science.

AMIA ... Annual Symposium proceedings. AMIA Symposium
|May 26, 2025
PubMed
概括

这项研究在超过239,000人中发现了抑郁症和喘之间的重要联系. 深度学习模型在分析这种关联方面没有超过传统方法.

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Asthma is a chronic respiratory ailment that requires careful management due to its varying symptoms and influencing factors. It is characterized by airway inflammation, bronchial hyperresponsiveness, and reversible airflow obstruction, leading to symptoms like wheezing, shortness of breath, chest tightness, and coughing. The symptom frequency and intensity may vary considerably over time. It is also linked to immune system responses to allergens and irritants, highlighting the complex...
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