首页> 外文OA文献 >Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation–Related Stroke

【2h】

Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation–Related Stroke

机译：深度神经网络可以预测来自12引导ECG的新出现的心房颤动，并有助于识别风险与心房颤动相关的中风的风险

代理获取

本网站仅为用户提供外文OA文献查询和代理获取服务，本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文，但由于OA文献来源多样且变更频繁，仍可能出现获取不到、文献不完整或与标题不符等情况，如果获取不到我们将提供退款服务。请知悉。

页面导航

著录项
相似文献
相关主题

著录项

作者
Sushravya Raghunath; John M. Pfeifer; Alvaro E. Ulloa-Cerna; Arun Nemani; Tanner Carbonati; Linyuan Jing; David P. vanMaanen; Dustin N. Hartzel; Jeffery A. Ruhl; Braxton F. Lagerman; Daniel B. Rocha; Nathan J. Stoudt; Gargi Schneider; Kipp W. Johnson; Noah Zimmerman; Joseph B. Leader; H. Lester Kirchner; Christoph J. Griessenauer; Ashraf Hafez; Christopher W. Good; Brandon K. Fornwalt; Christopher M. Haggerty;
展开▼
作者单位

展开▼
年度 2021
总页数
原文格式 PDF
正文语种
中图分类

相似文献

外文文献
中文文献
专利

1. Accurate detection of atrial fibrillation from 12-lead ECG using deep neural network [J] . Computers in Biology and Medicine . 2020,第期

机译：使用深神经网络精确地检测来自12引导ECG的心房颤动
2. Response to Letter Regarding Article, "Renal Dysfunction as a Predictor of Stroke and Systemic Embolism in Patients With Nonvalvular Atrial Fibrillation: Validation of the R(2)CHADS(2) Index in the ROCKET AF (Rivaroxaban Once-Daily, Oral, Direct Factor Xa Inhibition Compared With Vitamin K Antagonism for Prevention of Stroke and Embolism Trial in Atrial Fibrillation) and ATRIA (Anticoagulation and Risk Factors in Atrial Fibrillation) Study Cohorts" [J] . Piccini Jonathan P., Stevens Susanna R., Chang YuChiao, Circulation: An Official Journal of the American Heart Association . 2013,第11期

机译：对有关“非瓣膜性房颤患者中风和全身性栓塞的预测指标：肾功能不全：ROCKET AF（Rivaroxaban每日一次，口服，直接因素）中的R（2）CHADS（2）指数的验证的答复Xa抑制与维生素K拮抗剂在房颤预防卒中和栓塞试验中的比较以及ATRIA（房颤的抗凝和危险因素）研究队列”
3. Letter by Apostolakis et al Regarding Article, "Renal Dysfunction as a Predictor of Stroke and Systemic Embolism in Patients With Nonvalvular Atrial Fibrillation: Validation of the R(2)CHADS(2) Index in the ROCKET AF (Rivaroxaban Once-Daily, Oral, Direct Factor Xa Inhibition Compared With Vitamin K Antagonism for Prevention of Stroke and Embolism Trial in Atrial Fibrillation) and ATRIA (Anticoagulation and Risk Factors in Atrial Fibrillation) Study Cohorts" [J] . Apostolakis Stavros, Lane Deirdre A., Banerjee Amitava Circulation: An Official Journal of the American Heart Association . 2013,第11期

机译：Acostolakis等人关于文章的信，“肾功能障碍是非衰弱性心房颤动患者中风和全身栓塞的预测因子：验证R（2）牧草（2）指数在火箭AF中的指数（Rivaroxaban曾经每日，口服，与维生素K拮抗剂相比，直接因子XA抑制预防心房颤动中的中风和栓塞试验）和阿里亚（心房颤动的抗凝和危险因素）研究队列“
4. The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks [C] . Faezeh Nejati Hatamian, Nishant Ravikumar, Sulaiman Vesal, IEEE International Conference on Acoustics, Speech and Signal Processing . 2020

机译：数据增强对使用短神经网络的短单导联心电信号心房颤动分类的影响
5. Prefiltering for improved unknown and known source correlation detection of broadband oscillatory transients and predicting the onset of paroxysmal atrial fibrillation using feature extraction and a hamming neural network. [D] . Dean, Marcella Elsener. 2003

机译：进行预过滤，以改进宽带振荡瞬态的未知和已知源相关性检测，并使用特征提取和汉明神经网络预测阵发性房颤的发作。
6. A deep neural network for 12-lead electrocardiogram interpretation outperforms a conventional algorithm and its physician overread in the diagnosis of atrial fibrillation [O] . Stephen W. Smith, Jeremy Rapin, Jia Li, 2019

机译：在心房颤动的诊断中用于12导联心电图解释的深层神经网络优于传统算法并且其医师已将其过高理解
7. Response to Letter Regarding Article, “Renal Dysfunction as a Predictor of Stroke and Systemic Embolism in Patients With Nonvalvular Atrial Fibrillation: Validation of the R 2 CHADS 2 Index in the ROCKET AF (Rivaroxaban Once-Daily, Oral, Direct Factor Xa Inhibition Compared With Vitamin K Antagonism for Prevention of Stroke and Embolism Trial in Atrial Fibrillation) and ATRIA (Anticoagulation and Risk Factors in Atrial Fibrillation) Study Cohorts” [O] . Jonathan P. Piccini, Susanna R. Stevens, YuChiao Chang, 2013

机译：回应关于物品的信，“肾功能障碍是非衰弱性心房颤动患者中风和全身栓塞的预测因子：验证R 2 Chads 2指数在火箭AF中（rivaroxaban曾经每日，口服，直接因子XA抑制相比维生素K对患者预防心房颤动的卒中和栓塞试验的拮抗剂）和Atria（心房颤动的抗凝和危险因素）研究队列“

Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation–Related Stroke

著录项

相似文献

相关主题

期刊订阅