Removal of BCG artefact from concurrent fMRI-EEG recordings based on EMD and PCA

Javed Ehtasham; Faye Ibrahima; Malik Aamir Saeed; Abdullah Jafri Malin

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Removal of BCG artefact from concurrent fMRI-EEG recordings based on EMD and PCA

机译：基于EMD和PCA的并发FMRI-EEG录制从BCG人工制品中删除

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Background: Simultaneous electroencephalography (EEG) and functional magnetic resonance image (fMRI) acquisitions provide better insight into brain dynamics. Some artefacts due to simultaneous acquisition pose a threat to the quality of the data. One such problematic artefact is the ballistocardiogram (BCG) artefact.

机译：背景：同时脑电图（EEG）和功能磁共振图像（FMRI）采集提供更好地洞察脑动力学。由于同时采集引起的一些人工制品对数据的质量构成了威胁。一种这样的问题的人工制品是滚珠衫（BCG）人工制品。

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来源
《Journal of Neuroscience Methods》 |2017年第2017期|共16页
作者
Javed Ehtasham; Faye Ibrahima; Malik Aamir Saeed; Abdullah Jafri Malin;
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作者单位

Univ Teknol PETRONAS CISIR Seri Iskandar 32610 Perak Malaysia;

Univ Teknol PETRONAS CISIR Seri Iskandar 32610 Perak Malaysia;

Univ Teknol PETRONAS CISIR Seri Iskandar 32610 Perak Malaysia;

Univ Sains Malaysia Ctr Neurosci Serv &

Res P3Neuro Hlth Campus Kubang Kerian 16150 Kelantan;

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原文格式 PDF
正文语种 eng
中图分类人体生理学;
关键词
Simultaneous EEG and fMRI; BCG artefact; Empirical mode decomposition; Principal component analysis;

机译：同时EEG和FMRI;BCG人工制品;经验模式分解;主成分分析;

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专利

1. Removal of BCG artefact from concurrent fMRI-EEG recordings based on EMD and PCA [J] . Javed Ehtasham, Faye Ibrahima, Malik Aamir Saeed, Journal of Neuroscience Methods . 2017,第期

机译：基于EMD和PCA的并发FMRI-EEG录制从BCG人工制品中删除
2. Statistical feature extraction for artifact removal from concurrent fMRI-EEG recordings [J] . LiuZ., deZwartJ.A., vanGelderenP., NeuroImage . 2012,第3期

机译：统计特征提取用于从同时进行的fMRI-EEG记录中去除伪影
3. Synchronization facilitates removal of MRI artefacts from concurrent EEG recordings and increases usable bandwidth. [J] . Mandelkow H, Halder P, Boesiger P, NeuroImage . 2006,第3期

机译：同步有助于从同时进行的EEG记录中去除MRI伪像，并增加可用带宽。
4. Ballistocardiogram Artifact Removal for Concurrent EEG-fMRI Recordings Using Blind Source Separation Based on Dictionary Learning [C] . Yuxi Liu, Jianhai Zhang, Bohui Zhang, IFIP TC12 international conference on intelligent information processing . 2020

机译：基于字典学习的盲源分离去除同时心电图记录的心电图伪影
5. Ballistocardiogram (BCG) Removal for Continuous EEG Recordings inside a 3-T MR scanner. [D] . Xia, Hongjing. 2014

机译：移除心电图（BCG），以在3-T MR扫描仪内进行连续的EEG记录。
6. Statistical Feature Extraction for Artifact Removal from Concurrent fMRI-EEG Recordings [O] . Zhongming Liu, Jacco A. de Zwart, Peter van Gelderen, -1

机译：从并发FMRI-EEG录制中删除伪影的统计特征提取
7. Removal of muscle artefacts from few‐channel EEG recordings based on multivariate empirical mode decomposition and independent vector analysis [O] . Xueyuan Xu, Xun Chen, Yu Zhang 2018

机译：基于多元经验模式分解和独立载体分析，从几通道EEG记录中移除肌肉制品

Removal of BCG artefact from concurrent fMRI-EEG recordings based on EMD and PCA

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