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Updated: Jan 9, 2026

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
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Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections

Published on: September 19, 2025

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开发用于预测和诊断肺炎的机器学习方法的评估:系统性审查

Azam Kheirdoust1, Fatemeh Barzanouni2, Alireza Rasoulian2

  • 1Department of Medical Informatics, School of Medicine Mashhad University of Medical Sciences Mashhad Iran.

Health science reports
|December 2, 2025
PubMed
概括

机器学习模型显著提高了肺炎的诊断和预测. 本次审查强调了像DenseNet和ResNet这样的高性能模型,同时指出了数据偏差和临床使用的概括性方面的挑战.

关键词:
算法算法是一种算法.人工智能的人工智能是人工智能.机器学习是机器学习.肺炎是一种肺炎.

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