Box plots of coupling features between normal and abnormal signals on channels T and M.

<p>Box plots of coupling features between normal and abnormal signals on channels T and M.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Yu Fang (219603) (author)
مؤلفون آخرون:	Dongbo Liu (167124) (author), Zijian Guo (140945) (author), Hongxia Leng (21416709) (author), Xing Liu (221084) (author), Xiaochen Wu (2050492) (author)
منشور في:	2025
الموضوعات:	Medicine Molecular Biology Biotechnology Cancer Space Science Biological Sciences not elsewhere classified Chemical Sciences not elsewhere classified Information Systems not elsewhere classified heart disease detection experimental results demonstrate evaluate feature importance convolutional neural network abnormal heart sounds coupling feature set heart sound signals heart disease classification dimensional feature extraction proposed method achieved extract five types denoising preprocessing applied channel coupling features coupling features dimensional features channel signals top 20 thereby limiting systematically paired significantly improving relieff algorithm refined categorization classify normal classification accuracy channel sample channel electrocardiogram approach begins addressing challenges 6 %, 3 %.
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