Study of Spatial Filter for Magnetocardiography Measurements without a Magnetically Shielded Room
Magnetocardiography (MCG) is an effective modality for clinical application and health monitoring due to non-contact measurement and mapping of heart activity at high spatial resolution. A superconducting quantum interference device (SQUID) magnetometer is usually used for measuring MCG signals. How...
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Veröffentlicht in: | Advanced Biomedical Engineering 2019, Vol.8, pp.170-176 |
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creator | Ogata, Yuji Tanaka, Takeshi Hata, Yoshiyuki Kakinuma, Bunichi Ueda, Tomoaki Kobayashi, Koichiro |
description | Magnetocardiography (MCG) is an effective modality for clinical application and health monitoring due to non-contact measurement and mapping of heart activity at high spatial resolution. A superconducting quantum interference device (SQUID) magnetometer is usually used for measuring MCG signals. However, a SQUID magnetometer has high running cost due to the liquid helium. Moreover, measuring MCG signals inside a magnetically shielded room (MSR) can be costly. Therefore, we developed a 64-channel magneto-impedance (MI) sensor system that does not require an MSR. However, the MCG measurement has very high noise level without an MSR. In this paper, we discuss the signal processing techniques of various noise reduction methods to decrease very loud noises. In particular, we investigated three spatial filter conditions that decrease correlated noises among the 64-channel signals to achieve a high peak value of MCG signals. By using a spatial filter that uses the average of the circumference channels and gradient, the distortion of MCG signals can be reduced. The average reduction in amplitude of the R wave as a result of using a spatial filter was 4.5 pT. Furthermore, the signal to noise ratio (SNR) of the P wave was 29.1 dB, while that of the R wave was 42.3 dB, and clear MCG signals were obtained when using the spatial filter that uses the average of the circumference channels and the gradient. Finally, we successfully measured the MCG signals without an MSR. |
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A superconducting quantum interference device (SQUID) magnetometer is usually used for measuring MCG signals. However, a SQUID magnetometer has high running cost due to the liquid helium. Moreover, measuring MCG signals inside a magnetically shielded room (MSR) can be costly. Therefore, we developed a 64-channel magneto-impedance (MI) sensor system that does not require an MSR. However, the MCG measurement has very high noise level without an MSR. In this paper, we discuss the signal processing techniques of various noise reduction methods to decrease very loud noises. In particular, we investigated three spatial filter conditions that decrease correlated noises among the 64-channel signals to achieve a high peak value of MCG signals. By using a spatial filter that uses the average of the circumference channels and gradient, the distortion of MCG signals can be reduced. The average reduction in amplitude of the R wave as a result of using a spatial filter was 4.5 pT. Furthermore, the signal to noise ratio (SNR) of the P wave was 29.1 dB, while that of the R wave was 42.3 dB, and clear MCG signals were obtained when using the spatial filter that uses the average of the circumference channels and the gradient. Finally, we successfully measured the MCG signals without an MSR.</description><identifier>ISSN: 2187-5219</identifier><identifier>EISSN: 2187-5219</identifier><identifier>DOI: 10.14326/abe.8.170</identifier><language>eng</language><publisher>Kagoshima: Japanese Society for Medical and Biological Engineering</publisher><subject>Channels ; Circumferences ; Helium ; Liquid helium ; magneto-impedance sensor ; Magnetocardiography ; Magnetoimpedance ; Noise ; Noise levels ; Noise measurement ; Noise reduction ; P waves ; Signal processing ; Signal to noise ratio ; Spatial discrimination ; spatial filter ; Spatial filtering ; Spatial resolution ; Superconducting quantum interference devices</subject><ispartof>Advanced Biomedical Engineering, 2019, Vol.8, pp.170-176</ispartof><rights>2019 Japanese Society for Medical and Biological Engineering</rights><rights>2019. This work is published under https://abe-journal.org/about/. 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A superconducting quantum interference device (SQUID) magnetometer is usually used for measuring MCG signals. However, a SQUID magnetometer has high running cost due to the liquid helium. Moreover, measuring MCG signals inside a magnetically shielded room (MSR) can be costly. Therefore, we developed a 64-channel magneto-impedance (MI) sensor system that does not require an MSR. However, the MCG measurement has very high noise level without an MSR. In this paper, we discuss the signal processing techniques of various noise reduction methods to decrease very loud noises. In particular, we investigated three spatial filter conditions that decrease correlated noises among the 64-channel signals to achieve a high peak value of MCG signals. By using a spatial filter that uses the average of the circumference channels and gradient, the distortion of MCG signals can be reduced. The average reduction in amplitude of the R wave as a result of using a spatial filter was 4.5 pT. Furthermore, the signal to noise ratio (SNR) of the P wave was 29.1 dB, while that of the R wave was 42.3 dB, and clear MCG signals were obtained when using the spatial filter that uses the average of the circumference channels and the gradient. Finally, we successfully measured the MCG signals without an MSR.</description><subject>Channels</subject><subject>Circumferences</subject><subject>Helium</subject><subject>Liquid helium</subject><subject>magneto-impedance sensor</subject><subject>Magnetocardiography</subject><subject>Magnetoimpedance</subject><subject>Noise</subject><subject>Noise levels</subject><subject>Noise measurement</subject><subject>Noise reduction</subject><subject>P waves</subject><subject>Signal processing</subject><subject>Signal to noise ratio</subject><subject>Spatial discrimination</subject><subject>spatial filter</subject><subject>Spatial filtering</subject><subject>Spatial resolution</subject><subject>Superconducting quantum interference devices</subject><issn>2187-5219</issn><issn>2187-5219</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNpN0FFLwzAQB_AgCo65Fz9BwDdhM2napnnwQYZTYUNw-hzS5LJ2dE1NUqTf3rIN8SFcOH7ccX-EbilZ0JQl-YMqYVEsKCcXaJLQgs-zhIrLf_9rNAthTwhJuEizPJkgtY29GbCzeNupWKsGr-omgsfWebxRuxai08qb2u286qoBb0CF3sMB2hjwTx0r10eszrTWqmkGvK1qaAwY_OHc4QZdWdUEmJ3rFH2tnj-Xr_P1-8vb8mk911lK4pwKoVOgYIShmqRMC6IpYRxyLojIbJYySpkqC05EWWaWgbHWFInJaWFMnrIpujvN7bz77iFEuXe9b8eVMuE5FUwUvBjV_Ulp70LwYGXn64Pyg6REHlOUY4qykGOKI3484X2Iagd_VPnx0gbOkozv6P_6ulJeQst-Ae9XfAk</recordid><startdate>2019</startdate><enddate>2019</enddate><creator>Ogata, Yuji</creator><creator>Tanaka, Takeshi</creator><creator>Hata, Yoshiyuki</creator><creator>Kakinuma, Bunichi</creator><creator>Ueda, Tomoaki</creator><creator>Kobayashi, Koichiro</creator><general>Japanese Society for Medical and Biological Engineering</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>LK8</scope><scope>M7P</scope><scope>M7S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>2019</creationdate><title>Study of Spatial Filter for Magnetocardiography Measurements without a Magnetically Shielded Room</title><author>Ogata, Yuji ; 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A superconducting quantum interference device (SQUID) magnetometer is usually used for measuring MCG signals. However, a SQUID magnetometer has high running cost due to the liquid helium. Moreover, measuring MCG signals inside a magnetically shielded room (MSR) can be costly. Therefore, we developed a 64-channel magneto-impedance (MI) sensor system that does not require an MSR. However, the MCG measurement has very high noise level without an MSR. In this paper, we discuss the signal processing techniques of various noise reduction methods to decrease very loud noises. In particular, we investigated three spatial filter conditions that decrease correlated noises among the 64-channel signals to achieve a high peak value of MCG signals. By using a spatial filter that uses the average of the circumference channels and gradient, the distortion of MCG signals can be reduced. The average reduction in amplitude of the R wave as a result of using a spatial filter was 4.5 pT. 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subjects | Channels Circumferences Helium Liquid helium magneto-impedance sensor Magnetocardiography Magnetoimpedance Noise Noise levels Noise measurement Noise reduction P waves Signal processing Signal to noise ratio Spatial discrimination spatial filter Spatial filtering Spatial resolution Superconducting quantum interference devices |
title | Study of Spatial Filter for Magnetocardiography Measurements without a Magnetically Shielded Room |
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