Journal of visualized experiments : JoVEHumansPulmonary DiseaseChronic ObstructiveMachine LearningRespiratory Tract Infections
Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections.
Xiaohan Liu, Tengteng Li, Jingxin Zhang, Jiutang Sun, Jinghua Li, Zhulv Zhang, Benzhang Zhao, Jianjun Wu, Yu Lu, Tao Lu
Published: 202510.3791/68222
Abstract
The objective of this study was to develop and evaluate a non-invasive method for distinguishing patients with chronic obstructive pulmonary disease (COPD) from those with respiratory tract infections (RTI) using voice signal analysis and machine lea…
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