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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
06:22

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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使用细粒度和粗粒度声学特征表示的咳声音的层次分类:医生对诊断分类的观点

Ravi Shekhar Tiwari, Anshuman Agrahri, Arya Kashikar

    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

    一个新的分层多任务学习 (H-MTL) 模型通过整合性别和年龄组来准确地分类呼吸系统疾病. 这种方法模仿临床推理,以提高呼吸系统疾病检测的诊断准确性.

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