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Updated: Jan 25, 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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在Android智能手机上使用轻量级机器学习模型进行设备上单通道EEG分类

Doli Hazarika1, Sanjay Chhaba1, Ramdas Ransing2

  • 1Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Neural Engineering Lab, Block N, Academic Complex, IIT Guwahati, Amingaon, Guwahati, Assam, 781039, INDIA.

Biomedical physics & engineering express
|January 23, 2026
PubMed
概括

本研究介绍了一种机器学习管道,用于对Android设备上的脑电图 (EEG) 信号进行分类,在有限的数据中实现90%的眼睛状态检测准确度. 这使得可用于各种应用的设备上可访问的EEG监控成为可能.

关键词:
这是一个Android应用程序.分类 分类 分类 分类.电脑脑电图 (EEG) 是一种电脑电图.支持 支持 支持在TensorFlow Lite中使用了Tensor.

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