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Updated: Mar 7, 2026

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神经心脏感应 (NCS):一个时间感知模糊的决策框架,用于多轴心心电图分类和心律失常检测

Cheng-Hai He1, Xiao-Li Wang1, Ying Feng1

  • 1School of Electronics and Information, Guangdong Polytechnic Normal University, 293 West Zhongshan Avenue, Tianhe District, Guangzhou, Guangzhou, 510665, China.

Biomedical physics & engineering express
|March 5, 2026
PubMed
概括

神经心脏感应 (NCS) 框架改进了心电图 (ECG) 的分类,用于检测心律失常. 它的新型深度学习模型NCSN和NCSNF通过更好地分析波形细节和节奏动态来提高准确性.

关键词:
电心电图 (ECG) 的分类神经心脏感应框架 (NCS)时间适应性通道选择 (TACS)时间感知门式转换 (TAG-Conv)时间模糊集成模块 (TFIM)

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