eprintid: 3311
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/33/11
datestamp: 2023-11-09 15:51:34
lastmod: 2023-11-09 15:51:34
status_changed: 2023-11-09 15:46:32
type: article
metadata_visibility: show
creators_name: Javed, E.
creators_name: Faye, I.
creators_name: Malik, A.S.
title: Reduction of Ballistocardiogram artifact using EMD-AF
ispublished: pub
keywords: Ballistocardiogram artifact; Empirical Mode Decomposition; Functional magnetic resonance imaging; Hybrid method; Neuronal activities; Simultaneous EEG-fMRI; Simultaneous recording, Brain; Data processing; Electrophysiology; Magnetic resonance imaging; Notch filters, Signal processing
note: cited By 2; Conference of 20th International Conference on Neural Information Processing, ICONIP 2013 ; Conference Date: 3 November 2013 Through 7 November 2013; Conference Code:102401
abstract: Concurrent acquisition of functional magnetic resonance imaging (fMRI) and electroencephalography (EEG) is widely used to monitor the neuronal activities of brain. However, this simultaneous recording suffers from complex artifacts. The Ballistocardiogram (BCG) artifact in specific, is as yet poorly assumed, appears to be more challenging and hinders to exploit the full strength of both modalities. In this paper, a hybrid method is implemented which combines Empirical Mode Decomposition (EMD) with Adaptive Filtering (AF) using notch filter to reduce the BCG artifact. Results of this study demonstrate that the proposed algorithm is generally useful and effective for the reduction of the BCG artifact. © Springer-Verlag 2013.
date: 2013
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84893422449&doi=10.1007%2f978-3-642-42051-1_66&partnerID=40&md5=d619bfaee63c638bb098b6a2c74b0ebe
id_number: 10.1007/978-3-642-42051-1₆₆
full_text_status: none
publication: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
volume: 8228 L
number: PART 3
place_of_pub: Daegu
pagerange: 533-540
refereed: TRUE
isbn: 9783642420504
issn: 03029743
citation:   Javed, E. and Faye, I. and Malik, A.S.  (2013) Reduction of Ballistocardiogram artifact using EMD-AF.  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8228 L (PART 3).  pp. 533-540.  ISSN 03029743