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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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三MTL:一个三重多任务学习方法用于呼吸系统疾病诊断

June-Woo Kim, Sanghoon Lee, Miika Toikkanen

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |December 3, 2025
    PubMed
    概括

    这项研究将多任务学习 (MTL) 与深度学习相结合,使用患者元数据改进呼吸声分类和疾病诊断. 纳入语听器信息显著提高了诊断准确度和肺部声音分析,以获得更好的患者结果.

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