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Eye-blink artifact removal in single-channel electroencephalogram using K-means and Savitzky Golay-singular Spectrum Analysis hybrid technique.

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Title: Eye-blink artifact removal in single-channel electroencephalogram using K-means and Savitzky Golay-singular Spectrum Analysis hybrid technique.
Authors: Cherukuri SB; Department of Instrumentation Engineering, Madras Institute of Technology Campus, Anna University, Chennai, India. 21194391449@student.annauniv.edu., Ramakrishnan S; Department of Instrumentation Engineering, Madras Institute of Technology Campus, Anna University, Chennai, India.
Source: Physical and engineering sciences in medicine [Phys Eng Sci Med] 2025 Sep; Vol. 48 (3), pp. 1127-1136. Date of Electronic Publication: 2025 May 28.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: Switzerland NLM ID: 101760671 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2662-4737 (Electronic) Linking ISSN: 26624729 NLM ISO Abbreviation: Phys Eng Sci Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Cherukuri+SB%22">Cherukuri SB</searchLink>; Department of Instrumentation Engineering, Madras Institute of Technology Campus, Anna University, Chennai, India. 21194391449@student.annauniv.edu.<br /><searchLink fieldCode="AU" term="%22Ramakrishnan+S%22">Ramakrishnan S</searchLink>; Department of Instrumentation Engineering, Madras Institute of Technology Campus, Anna University, Chennai, India.
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  Data: <searchLink fieldCode="JN" term="%22101760671%22">Physical and engineering sciences in medicine</searchLink> [Phys Eng Sci Med] 2025 Sep; Vol. 48 (3), pp. 1127-1136. <i>Date of Electronic Publication: </i>2025 May 28.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101760671 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2662-4737 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2226624729%22">26624729 </searchLink><i>NLM ISO Abbreviation: </i>Phys Eng Sci Med <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s13246-025-01569-3
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        StartPage: 1127
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      – TitleFull: Eye-blink artifact removal in single-channel electroencephalogram using K-means and Savitzky Golay-singular Spectrum Analysis hybrid technique.
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            NameFull: Cherukuri SB
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            NameFull: Ramakrishnan S
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              M: 09
              Text: 2025 Sep
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              Y: 2025
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