它成功展示了一种通用方法在提供 12 导联 ECG 图像可解释性方面的有效性,能为形态学和心律失常性心脏疾病提供可解释性,还能帮助医生判断某些疾病的不存在,增强了医生对 AI 系统的信任。不过,研究也存在一些局限性。比如方法仅依赖每个像素的偏导数,可能会忽略 ECG 模式的内在特征和相邻像素间的关系;可解释性方法的...
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预测冠状动脉疾病的ECG-AI由梅奥诊所和Anumana开发,利用对全美700多万患者的电子健康数据的回顾性分析,训练了三个独立的ECG-AI模型,每个模型用于检测冠状动脉钙化、冠状动脉阻塞和心脏左心室部分不正常运动-这是先前心脏病发作的迹象。 这三个独立的心电图-人工智能模型一起使用,可以预测哪些患者有潜在冠状动脉疾病的高...
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Trade-off and Design optimization of the Notch filter for ultralow power ECG application 来自 Semantic Scholar 喜欢 0 阅读量: 9 作者:A Kumar,A Dutta 摘要: ECG acquisition, several leads combined with signals from different body parts (i.e., from the right wrist and the left ankle) are ...