Stimulation-Induced Artifact Removal of the Local Field Potential Through Hardware Design: Toward the Implantable Closed-Loop Deep Brain Stimulation
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作者:
Wu, Yi-Hui
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Natl Yang Ming Chiao Tung Univ, Biomed Elect Translat Res Ctr, Hsinchu 300, TaiwanNatl Yang Ming Chiao Tung Univ, Biomed Elect Translat Res Ctr, Hsinchu 300, Taiwan
Wu, Yi-Hui
[1
]
Lin, Hsiao-Chun
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Natl Yang Ming Chiao Tung Univ, Biomed Elect Translat Res Ctr, Hsinchu 300, TaiwanNatl Yang Ming Chiao Tung Univ, Biomed Elect Translat Res Ctr, Hsinchu 300, Taiwan
Lin, Hsiao-Chun
[1
]
Huang, Chi-Wei
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Natl Yang Ming Chiao Tung Univ, Biomed Elect Translat Res Ctr, Hsinchu 300, TaiwanNatl Yang Ming Chiao Tung Univ, Biomed Elect Translat Res Ctr, Hsinchu 300, Taiwan
Huang, Chi-Wei
[1
]
Wu, Chung-Yu
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Natl Yang Ming Chiao Tung Univ, Biomed Elect Translat Res Ctr, Hsinchu 300, Taiwan
Natl Yang Ming Chiao Tung Univ, Inst Elect, Hsinchu 300, TaiwanNatl Yang Ming Chiao Tung Univ, Biomed Elect Translat Res Ctr, Hsinchu 300, Taiwan
Wu, Chung-Yu
[1
,2
]
Ker, Ming-Dou
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机构:
Natl Yang Ming Chiao Tung Univ, Biomed Elect Translat Res Ctr, Hsinchu 300, Taiwan
Natl Yang Ming Chiao Tung Univ, Inst Elect, Hsinchu 300, TaiwanNatl Yang Ming Chiao Tung Univ, Biomed Elect Translat Res Ctr, Hsinchu 300, Taiwan
Ker, Ming-Dou
[1
,2
]
机构:
[1] Natl Yang Ming Chiao Tung Univ, Biomed Elect Translat Res Ctr, Hsinchu 300, Taiwan
[2] Natl Yang Ming Chiao Tung Univ, Inst Elect, Hsinchu 300, Taiwan
来源:
IEEE ACCESS
|
2024年
/
12卷
关键词:
Electrodes;
Motors;
Local field potentials;
Sensors;
Electrical stimulation;
Physiology;
Deep brain stimulation;
Oscillators;
Pathology;
Neural activity;
Closed loop systems;
deep brain stimulation;
implants;
local field potential;
Parkinson's disease;
stimulation-induced artifact;
NEUROMODULATION DEVICE;
DISEASE;
D O I:
10.1109/ACCESS.2024.3498053
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
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.
机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Univ Bologna, Dept Elect Comp Sci & Syst, Cesena, ItalyFdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Arlotti, Mattia
Rossi, Lorenzo
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机构:
Newronika Srl, Milan, ItalyFdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Rossi, Lorenzo
Rosa, Manuela
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机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, ItalyFdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Rosa, Manuela
Marceglia, Sara
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机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Univ Trieste, Dept Engn & Architecture, Trieste, ItalyFdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Marceglia, Sara
Priori, Alberto
论文数: 0引用数: 0
h-index: 0
机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Univ Milan, Osped San Paolo, Dept Hlth Sci, Milan, ItalyFdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Univ Bologna, Dept Elect Comp Sci & Syst, Cesena, ItalyFdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Arlotti, Mattia
Rossi, Lorenzo
论文数: 0引用数: 0
h-index: 0
机构:
Newronika Srl, Milan, ItalyFdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Rossi, Lorenzo
Rosa, Manuela
论文数: 0引用数: 0
h-index: 0
机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, ItalyFdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Rosa, Manuela
Marceglia, Sara
论文数: 0引用数: 0
h-index: 0
机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Univ Trieste, Dept Engn & Architecture, Trieste, ItalyFdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Marceglia, Sara
Priori, Alberto
论文数: 0引用数: 0
h-index: 0
机构:
Fdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy
Univ Milan, Osped San Paolo, Dept Hlth Sci, Milan, ItalyFdn IRCCS Ca Granda Osped Maggiore Policlin, Clin Ctr Neurostimulat Neurotechnol & Movement Di, Milan, Italy