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J-GLOBAL ID：201702215840478273   Reference number：17A1130889

DNA methylation-based forensic age prediction using artificial neural networks and next generation sequencing

人工ニューラルネットワークおよび次世代シークエンシングを用いたDNAメチル化ベース法医学的年齢予測【Powered by NICT】

Author (6)： Vidaki Athina (Department of Pharmacy and Forensic Science, King’s College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK) ,  Ballard David (Department of Pharmacy and Forensic Science, King’s College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK) ,  Aliferi Anastasia (Department of Pharmacy and Forensic Science, King’s College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK) ,  Miller Thomas H. (Department of Pharmacy and Forensic Science, King’s College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK) ,  Barron Leon P. (Department of Pharmacy and Forensic Science, King’s College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK) ,  Syndercombe Court Denise (Department of Pharmacy and Forensic Science, King’s College London, Franklin-Wilkins Building, 150 Stamford Street, London, UK)
Material： Forensic Science International: Genetics
Volume： 28  Page： 225-236  Publication year： 2017 
JST Material Number： W3148A  ISSN： 1872-4973  Document type： Article
Article type： 原著論文  Country of issue： Netherlands (NLD)  Language： ENGLISH (EN)

Abstract/Point： The ability to estimate the ag...

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Thesaurus term： *forecast ,  machine learning ,  *neural network(biomodel) ,  optimization ,  multiple regression analysis ,  *DNA ,  genome ,  *methylation ,  *forensic medicine ,  population(statistics)
Semi thesaurus term： 予測精度 ,  CpG ,  全血 ,  *DNAメチル化 ,  *次世代シークエンシング , 【Automatic Indexing@JST】

Author keywords (5)： Forensic epigenetics ,  Chronological age prediction ,  DNA methylation ,  Next generation sequencing ,  Artificial neural networks

JST classification (5)： Other metallography  (WB01040Y) ,  Rubber and plastic materials  (HC05030D) ,  Medical instruments and apparatuses  (GA05020L) ,  Thermal conduction  (PA02020Z) ,  General  (FJ04010T)

Terms in the title (6)： 人工ニューラルネットワーク ,  次世代シークエンシング ,  DNAメチル化 ,  法医学 ,  年齢 ,  予測