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A lightGBM-based method for the signal quality assessment of wrist photoplethysmography.

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Title: A lightGBM-based method for the signal quality assessment of wrist photoplethysmography.
Authors: Jun W; College of Bioengineering, Chongqing University, Chongqing, 400030, China., Hui H; College of Bioengineering, Chongqing University, Chongqing, 400030, China., Handong Y; College of Bioengineering, Chongqing University, Chongqing, 400030, China., Pengfei X; College of Bioengineering, Chongqing University, Chongqing, 400030, China., Zhong J; College of Bioengineering, Chongqing University, Chongqing, 400030, China. jizhong@cqu.edu.cn.; Key Laboratory of Biorheological Science and Technology (Chongqing University), Ministry of Education, Chongqing, China. jizhong@cqu.edu.cn.
Source: Physical and engineering sciences in medicine [Phys Eng Sci Med] 2025 Dec; Vol. 48 (4), pp. 1715-1728. Date of Electronic Publication: 2025 Aug 19.
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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PubType: Academic Journal
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  Data: A lightGBM-based method for the signal quality assessment of wrist photoplethysmography.
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  Data: <searchLink fieldCode="AU" term="%22Jun+W%22">Jun W</searchLink>; College of Bioengineering, Chongqing University, Chongqing, 400030, China.<br /><searchLink fieldCode="AU" term="%22Hui+H%22">Hui H</searchLink>; College of Bioengineering, Chongqing University, Chongqing, 400030, China.<br /><searchLink fieldCode="AU" term="%22Handong+Y%22">Handong Y</searchLink>; College of Bioengineering, Chongqing University, Chongqing, 400030, China.<br /><searchLink fieldCode="AU" term="%22Pengfei+X%22">Pengfei X</searchLink>; College of Bioengineering, Chongqing University, Chongqing, 400030, China.<br /><searchLink fieldCode="AU" term="%22Zhong+J%22">Zhong J</searchLink>; College of Bioengineering, Chongqing University, Chongqing, 400030, China. jizhong@cqu.edu.cn.; Key Laboratory of Biorheological Science and Technology (Chongqing University), Ministry of Education, Chongqing, China. jizhong@cqu.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%22101760671%22">Physical and engineering sciences in medicine</searchLink> [Phys Eng Sci Med] 2025 Dec; Vol. 48 (4), pp. 1715-1728. <i>Date of Electronic Publication: </i>2025 Aug 19.
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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/s13246-025-01616-z
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      – Code: eng
        Text: English
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      – TitleFull: A lightGBM-based method for the signal quality assessment of wrist photoplethysmography.
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            NameFull: Jun W
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              M: 12
              Text: 2025 Dec
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