Stimulation-Induced Artifact Removal of the Local Field Potential Through Hardware Design: Toward the Implantable Closed-Loop Deep Brain Stimulation
Deep brain stimulation is a standard neurosurgery to treat advanced Parkinson’s disease patients. An innovative technology known as closed-loop deep brain stimulation is under development. This technology aims to identify abnormal biomarker signals within the brain, and create novel syste...
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| Format: | Article |
| Language: | English |
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IEEE
2024-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/10752954/ |
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| author | Yi-Hui Wu Hsiao-Chun Lin Chi-Wei Huang Chung-Yu Wu Ming-Dou Ker |
| author_facet | Yi-Hui Wu Hsiao-Chun Lin Chi-Wei Huang Chung-Yu Wu Ming-Dou Ker |
| author_sort | Yi-Hui Wu |
| collection | DOAJ |
| description | Deep brain stimulation is a standard neurosurgery to treat advanced Parkinson’s disease patients. An innovative technology known as closed-loop deep brain stimulation is under development. This technology aims to identify abnormal biomarker signals within the brain, and create novel systems featuring sophisticated hardware configurations to generate improved therapeutic approaches and more favorable outcomes. The primary challenge faced in advancing closed-loop deep brain stimulation is managing artifacts induced by electrical stimulation within the signal detection module. A notable circuit design challenge involves continuously monitoring local field potential alterations during electrical stimulation. The artifacts arising from the stimulation can be categorized into common-mode artifact voltage and differential-mode artifact voltage. Within this article, a comprehensive review encompasses recent methodologies designed to mitigate common-mode artifact voltage and differential-mode artifact voltage in local field potential through hardware-centric techniques, including filtering, template removal, blanking, and selective sampling. The inherent strengths and limitations of these strategies are compared and discussed. This article allows engineers to recognize appropriate artifact removal techniques to achieve an implantable closed-loop deep brain stimulation system. To this end, a more intelligent and more precise system could be developed for the treatment of Parkinson’s disease and other neurological disorders. |
| format | Article |
| id | doaj-art-fa072f5d7a654982932a86f615c07f8f |
| institution | DOAJ |
| issn | 2169-3536 |
| language | English |
| publishDate | 2024-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-fa072f5d7a654982932a86f615c07f8f2025-08-20T02:50:29ZengIEEEIEEE Access2169-35362024-01-011217148817149910.1109/ACCESS.2024.349805310752954Stimulation-Induced Artifact Removal of the Local Field Potential Through Hardware Design: Toward the Implantable Closed-Loop Deep Brain StimulationYi-Hui Wu0https://orcid.org/0000-0003-2655-6675Hsiao-Chun Lin1https://orcid.org/0000-0002-3920-3484Chi-Wei Huang2https://orcid.org/0000-0002-5182-8241Chung-Yu Wu3https://orcid.org/0000-0002-9236-0809Ming-Dou Ker4https://orcid.org/0000-0003-3622-181XBiomedical Electronics Translational Research Center, National Yang Ming Chiao Tung University, Hsinchu, TaiwanBiomedical Electronics Translational Research Center, National Yang Ming Chiao Tung University, Hsinchu, TaiwanBiomedical Electronics Translational Research Center, National Yang Ming Chiao Tung University, Hsinchu, TaiwanBiomedical Electronics Translational Research Center, National Yang Ming Chiao Tung University, Hsinchu, TaiwanBiomedical Electronics Translational Research Center, National Yang Ming Chiao Tung University, Hsinchu, TaiwanDeep brain stimulation is a standard neurosurgery to treat advanced Parkinson’s disease patients. An innovative technology known as closed-loop deep brain stimulation is under development. This technology aims to identify abnormal biomarker signals within the brain, and create novel systems featuring sophisticated hardware configurations to generate improved therapeutic approaches and more favorable outcomes. The primary challenge faced in advancing closed-loop deep brain stimulation is managing artifacts induced by electrical stimulation within the signal detection module. A notable circuit design challenge involves continuously monitoring local field potential alterations during electrical stimulation. The artifacts arising from the stimulation can be categorized into common-mode artifact voltage and differential-mode artifact voltage. Within this article, a comprehensive review encompasses recent methodologies designed to mitigate common-mode artifact voltage and differential-mode artifact voltage in local field potential through hardware-centric techniques, including filtering, template removal, blanking, and selective sampling. The inherent strengths and limitations of these strategies are compared and discussed. This article allows engineers to recognize appropriate artifact removal techniques to achieve an implantable closed-loop deep brain stimulation system. To this end, a more intelligent and more precise system could be developed for the treatment of Parkinson’s disease and other neurological disorders.https://ieeexplore.ieee.org/document/10752954/Closed loop systemsdeep brain stimulationimplantslocal field potentialParkinson’s diseasestimulation-induced artifact |
| spellingShingle | Yi-Hui Wu Hsiao-Chun Lin Chi-Wei Huang Chung-Yu Wu Ming-Dou Ker Stimulation-Induced Artifact Removal of the Local Field Potential Through Hardware Design: Toward the Implantable Closed-Loop Deep Brain Stimulation IEEE Access Closed loop systems deep brain stimulation implants local field potential Parkinson’s disease stimulation-induced artifact |
| title | Stimulation-Induced Artifact Removal of the Local Field Potential Through Hardware Design: Toward the Implantable Closed-Loop Deep Brain Stimulation |
| title_full | Stimulation-Induced Artifact Removal of the Local Field Potential Through Hardware Design: Toward the Implantable Closed-Loop Deep Brain Stimulation |
| title_fullStr | Stimulation-Induced Artifact Removal of the Local Field Potential Through Hardware Design: Toward the Implantable Closed-Loop Deep Brain Stimulation |
| title_full_unstemmed | Stimulation-Induced Artifact Removal of the Local Field Potential Through Hardware Design: Toward the Implantable Closed-Loop Deep Brain Stimulation |
| title_short | Stimulation-Induced Artifact Removal of the Local Field Potential Through Hardware Design: Toward the Implantable Closed-Loop Deep Brain Stimulation |
| title_sort | stimulation induced artifact removal of the local field potential through hardware design toward the implantable closed loop deep brain stimulation |
| topic | Closed loop systems deep brain stimulation implants local field potential Parkinson’s disease stimulation-induced artifact |
| url | https://ieeexplore.ieee.org/document/10752954/ |
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