Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm

Abstract Background Signal delineation of a standard 12-lead electrocardiogram (ECG) is a decisive step for retrieving complete information and extracting signal characteristics for each lead in cardiology clinical practice. However, it is arduous to manually assess the leads, as a variety of signal...

وصف كامل

التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Annisa Darmawahyuni, Siti Nurmaini, Muhammad Naufal Rachmatullah, Prazna Paramitha Avi, Samuel Benedict Putra Teguh, Ade Iriani Sapitri, Bambang Tutuko, Firdaus Firdaus
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	BMC 2023-07-01
سلاسل:	BMC Medical Informatics and Decision Making
الموضوعات:	12-lead electrocardiogram Bidirectional long short-term memory Convolutional neural network Delineation model ECG waveform Isoelectric line
الوصول للمادة أونلاين:	https://doi.org/10.1186/s12911-023-02233-0
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!