A PCA/ICA based Fetal ECG Extraction from Mother Abdominal Recordings by Means of a Novel Data-driven Approach to Fetal ECG Quality Assessment

机译：一种基于PCA / ICA的胎儿心电图从母亲腹部记录中提取胎儿心电图的新数据驱动方法

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摘要

Background:Fetal electrocardiography is a developing field that provides valuable information on the fetal health during pregnancy. By early diagnosis and treatment of fetal heart problems, more survival chance is given to the infant.

机译：背景：胎儿心电图是一个发展中的领域，可为怀孕期间的胎儿健康提供有价值的信息。通过早期诊断和治疗胎儿心脏问题，可以为婴儿提供更多的生存机会。

著录项

期刊名称 Journal of Biomedical Physics Engineering
作者
A. Karimi Rahmati; S.K. Setarehdan; B.N. Araabi;
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作者单位

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年(卷),期 2017(7),1
年度 2017
页码 37–50
总页数 14
原文格式 PDF
正文语种
中图分类生物学;
关键词
Fetal Electrocardiography (fECG) Fetal Heart Rate (FHR) Abdominal Electrocardiography Principal Component Analysis (PCA) Independent Component Analysis (ICA) Best Quality fECG;

机译：胎儿心电图（fECG）;胎儿心率（FHR）;腹部心电图;主成分分析（PCA）;独立成分分析（ICA）;最佳质量fECG;

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专利

1. A PCA/ICA based Fetal ECG Extraction from Mother Abdominal Recordings by Means of a Novel Data-driven Approach to Fetal ECG Quality Assessment [J] . A Karimi Rahmati, S K Setarehdan, B N Araabi Shiraz University of Medical Sciences . 2017,第1aMar期

机译：基于PCA / ICA的胎儿心电图从母亲腹部记录中提取胎儿心电图质量的新方法
2. A multi-step method with signal quality assessment and fine-tuning procedure to locate maternal and fetal QRS complexes from abdominal ECG recordings [J] . Chengyu Liu, Peng Li, Costanzo Di Maria, Physiological measurement . 2014,第8期

机译：具有信号质量评估和微调程序的多步骤方法，可从腹部ECG记录中定位母婴QRS复合体
3. Extraction of fetal electrocardiogram (ECG) by extended state Kalman filtering and adaptive neuro-fuzzy inference system (ANFIS) based on single channel abdominal recording [J] . Panigrahy D., Sahu P. K. Sadhana: Academy Proceedings in Engineering Science . 2015,第4期

机译：基于单通道腹部记录的扩展状态卡尔曼滤波和自适应神经模糊推理系统（ANFIS）提取胎儿心电图（ECG）
4. Spatial filtering and adaptive rule based fetal heart rate extraction from abdominal fetal ECG recordings [C] . Xu-Wilson Minnan, Carlson Eric, Cheng Limei, Computing in Cardiology Conference . 2013

机译：从腹部胎儿心电图记录中提取基于空间滤波和自适应规则的胎儿心率
5. Blind adaptive filtering for extraction of fetal ECG from maternal abdominal ECG. [D] . Zhong, Yunde. 2007

机译：盲自适应过滤从母体腹部ECG中提取胎儿ECG。
6. Comparative Effectiveness of ICA and PCA in Extraction of Fetal ECG From Abdominal Signals: Toward Non-invasive Fetal Monitoring [O] . Radek Martinek, Radana Kahankova, Janusz Jezewski, -1

机译：ICA和PCA在从腹部信号中提取胎儿心电图的比较有效性：迈向无创胎儿监测
7. Fetal ECG Extraction from Multichannel Abdominal ECG Recordings for Health Monitoring During Labor [O] . Ionescu Viorel 2016

机译：从多通道腹部心电图记录中提取胎儿心电图用于分娩期间的健康监测

A PCA/ICA based Fetal ECG Extraction from Mother Abdominal Recordings by Means of a Novel Data-driven Approach to Fetal ECG Quality Assessment

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