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Updated: Feb 11, 2026

Methods for ECG Evaluation of Indicators of Cardiac Risk, and Susceptibility to Aconitine-induced Arrhythmias in Rats Following Status Epilepticus
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Methods for ECG Evaluation of Indicators of Cardiac Risk, and Susceptibility to Aconitine-induced Arrhythmias in Rats Following Status Epilepticus

Published on: April 5, 2011

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MM-GradCAM:一种改进的多模式GradCAM方法,具有1D和2D心电图数据,用于检测心律不整

Fatma Murat Duranay1, Ender Murat2, Özal Yıldırım3

  • 1Department of Electrical and Electronics Engineering, Firat University, Elazığ, Turkey.

Scientific reports
|February 9, 2026
PubMed
概括

这项研究介绍了MM-GradCAM,一种人工智能方法,通过解释心电图 (ECG) 信号和图像来增强心律不整的诊断. 这种方法提高了对人工智能驱动的医学诊断的信任和准确性.

关键词:
心脏疾病 心脏疾病在ECG分类中使用ECG分类.可解释的人工智能 (XAI)这就是 GradCAM 的特点.

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