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From laboratory promise to decision-grade practice: strengthening reproducibility and casework relevance in AI-assisted bloodstain ageing.

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Title: From laboratory promise to decision-grade practice: strengthening reproducibility and casework relevance in AI-assisted bloodstain ageing.
Authors: Vijayasimha M; University Institute of Allied Health Science,Chandigarh University, Mohali, 140413, Punjab, India. vijaya.e19133@cumail.in., Mandal P; Forensic Science Laboratory, Rohini, New Delhi, India., Dave K; Innovative University of Enga, Wabag, Enga, India.
Source: Forensic science, medicine, and pathology [Forensic Sci Med Pathol] 2026 Feb 10. Date of Electronic Publication: 2026 Feb 10.
Publication Type: Letter
Journal Info: Publisher: Humana Press Country of Publication: United States NLM ID: 101236111 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1556-2891 (Electronic) Linking ISSN: 1547769X NLM ISO Abbreviation: Forensic Sci Med Pathol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Vijayasimha+M%22">Vijayasimha M</searchLink>; University Institute of Allied Health Science,Chandigarh University, Mohali, 140413, Punjab, India. vijaya.e19133@cumail.in.<br /><searchLink fieldCode="AU" term="%22Mandal+P%22">Mandal P</searchLink>; Forensic Science Laboratory, Rohini, New Delhi, India.<br /><searchLink fieldCode="AU" term="%22Dave+K%22">Dave K</searchLink>; Innovative University of Enga, Wabag, Enga, India.
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  Data: <searchLink fieldCode="JN" term="%22101236111%22">Forensic science, medicine, and pathology</searchLink> [Forensic Sci Med Pathol] 2026 Feb 10. <i>Date of Electronic Publication: </i>2026 Feb 10.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Humana+Press%22">Humana Press </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101236111 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1556-2891 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%221547769X%22">1547769X </searchLink><i>NLM ISO Abbreviation: </i>Forensic Sci Med Pathol <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s12024-026-01184-y
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        Text: English
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      – TitleFull: From laboratory promise to decision-grade practice: strengthening reproducibility and casework relevance in AI-assisted bloodstain ageing.
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            NameFull: Vijayasimha M
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            NameFull: Mandal P
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              Text: 2026 Feb 10
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              Y: 2026
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