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Estimating bloodstain age using headspace gas chromatography-ion mobility spectrometry (HS-GC-IMS) and machine learning.

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Title: Estimating bloodstain age using headspace gas chromatography-ion mobility spectrometry (HS-GC-IMS) and machine learning.
Authors: Guo M; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China., Cheng F; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China., Lu W; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China., Ma C; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China., Duan X; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China., Jin J; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China., Li X; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China. lixuebo@sdupsl.edu.cn.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China. lixuebo@sdupsl.edu.cn., Li S; Hebei Key Laboratory of Forensic Medicine, Shijiazhuang, 050017, Hebei, P.R. China. shujinli@hebmu.edu.cn.
Source: International journal of legal medicine [Int J Legal Med] 2026 Jul; Vol. 140 (4), pp. 2495-2506. Date of Electronic Publication: 2026 Mar 13.
Publication Type: Journal Article
Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 9101456 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1437-1596 (Electronic) Linking ISSN: 09379827 NLM ISO Abbreviation: Int J Legal Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Estimating bloodstain age using headspace gas chromatography-ion mobility spectrometry (HS-GC-IMS) and machine learning.
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  Data: <searchLink fieldCode="AU" term="%22Guo+M%22">Guo M</searchLink>; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China.<br /><searchLink fieldCode="AU" term="%22Cheng+F%22">Cheng F</searchLink>; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China.<br /><searchLink fieldCode="AU" term="%22Lu+W%22">Lu W</searchLink>; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China.<br /><searchLink fieldCode="AU" term="%22Ma+C%22">Ma C</searchLink>; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China.<br /><searchLink fieldCode="AU" term="%22Duan+X%22">Duan X</searchLink>; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China.<br /><searchLink fieldCode="AU" term="%22Jin+J%22">Jin J</searchLink>; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China.<br /><searchLink fieldCode="AU" term="%22Li+X%22">Li X</searchLink>; Provincial Characteristic Laboratory of Forensic Science, Shandong University of Political Science and Law, 65 JieFang East Road, Shandong, 250014, Jinan, P.R. China. lixuebo@sdupsl.edu.cn.; Shandong Engineering Research Center for Public Security Physical Evidence Inspection and Information Technology, Shandong University of Political Science and Law, Jinan, 250014, Shandong, P.R. China. lixuebo@sdupsl.edu.cn.<br /><searchLink fieldCode="AU" term="%22Li+S%22">Li S</searchLink>; Hebei Key Laboratory of Forensic Medicine, Shijiazhuang, 050017, Hebei, P.R. China. shujinli@hebmu.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%229101456%22">International journal of legal medicine</searchLink> [Int J Legal Med] 2026 Jul; Vol. 140 (4), pp. 2495-2506. <i>Date of Electronic Publication: </i>2026 Mar 13.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+International%22">Springer International </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9101456 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1437-1596 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209379827%22">09379827 </searchLink><i>NLM ISO Abbreviation: </i>Int J Legal Med <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s00414-026-03745-w
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        Text: English
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      – TitleFull: Estimating bloodstain age using headspace gas chromatography-ion mobility spectrometry (HS-GC-IMS) and machine learning.
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            NameFull: Guo M
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            NameFull: Cheng F
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              Text: 2026 Jul
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              Y: 2026
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