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Updated: Sep 10, 2025

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

Published on: July 22, 2025

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線形回帰とランダムフォレストモデルの組み合わせを用いた喘息患者のピーク排気流量予測のためのハイブリッドアプローチ

Shayma Alkobaisi1, Wan D Bae2, Muhammad Farhan Safdar1

  • 1College of Information Technology, United Arab Emirates University, Al Ain, United Arab Emirates.

PloS one
|August 21, 2025
PubMed
まとめ

この研究は,喘息患者におけるピーク発出フロー率 (PEFR) の正確な推定のためのハイブリッドの機械学習モデルを導入します. この新しいアプローチは 喘息を誘発する事象を正確に予測し 伝統的な方法の改善です

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