Physics-driven Spatiotemporal Regularization for High-dimensional Predictive Modeling: A Novel Approach to Solve the Inverse ECG Problem
Author:
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
http://www.nature.com/articles/srep39012.pdf
Reference28 articles.
1. Rudy, Y. & Burnes, J. E. Noninvasive electrocardiographic imaging. Annals of Noninvasive Electrocardiology 4, 340–359 (1999).
2. Rudy, Y. Electrocardiographic imaging: a noninvasive imaging modality for characterization of intramural myocardial activation. Journal of Electrocardiology 32, 1–6 (1999).
3. Yang, H., Kan, C., Liu, G. & Chen, Y. Spatiotemporal differentiation of myocardial infarctions. IEEE Transactions on Automation Science and Engineering 10, 938–947 (2013).
4. Yang, H., Bukkapatnam, S. T., Le, T. & Komanduri, R. Identification of myocardial infarction (mi) using spatio-temporal heart dynamics. Medical Engineering & Physics 34, 485–497 (2012).
5. Rudy, Y. Cardiac repolarization: insights from mathematical modeling and electrocardiographic imaging (ecgi). Heart Rhythm 6, S49–S55 (2009).
Cited by 20 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Multi-source data and knowledge fusion via deep learning for dynamical systems: applications to spatiotemporal cardiac modeling;IISE Transactions on Healthcare Systems Engineering;2024-09-07
2. Automated identification of atrial fibrillation from single-lead ECGs using multi-branching ResNet;Frontiers in Physiology;2024-04-09
3. Multi-Branching Temporal Convolutional Network With Tensor Data Completion for Diabetic Retinopathy Prediction;IEEE Journal of Biomedical and Health Informatics;2024-03
4. An Electrocardiogram Classification Using a Multiscale Convolutional Causal Attention Network;Electronics;2024-01-12
5. An expert review of the inverse problem in electrocardiographic imaging for the non-invasive identification of atrial fibrillation drivers;Computer Methods and Programs in Biomedicine;2023-10
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3