Comparison of SE-multi-input CNN with Multi-input CNN.

<p>Comparison of SE-multi-input CNN with Multi-input CNN.</p>

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Bin Zheng (45359) (author)
مؤلفون آخرون:	Wenbo Luo (579913) (author), Mingming Zhang (362844) (author), Huiyuan Jin (14490398) (author)
منشور في:	2025
الموضوعات:	Biotechnology Infectious Diseases Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified xlink "> arrhythmia two temporal resolutions sph arrhythmia databases model &# 8217 maintain spatial integrity interpretable arrhythmia classification frequency representations derived feature representation limitations ecg signals segmented arrhythmia classification based 84 %, respectively time fourier transform prioritize critical features prevalent cardiac disorder model integrates multi scale time resolution features cardiac arrest wise summation unimodal inputs signal variability severe complications results highlight previous methods long segments f1 scores deep learning data imbalance channel dependencies challenges remain attention mechanism art approaches
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