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Neural Network to Distinguish Species of Bacteria Using Random Amplified Polymorphic DNA (RAPD) Technique.

descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 1999 English Publisher:Society of Chemical Engineers, JapanJournal:KAGAKU KOGAKU RONBUNSHU, volume 25, pages 200-205 (issn: 0386-216X, eissn: 1349-9203,

Authors: Teruyuki Nagamun; Naohito Abe; Eiko Murayama-Kayano;

doi: 10.1252/kakoronbunshu.25.200

Neural Network to Distinguish Species of Bacteria Using Random Amplified Polymorphic DNA (RAPD) Technique.

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Abstract

Random Amplified Polymorphic DNA (RAPD) 法は遺伝子多型の検出にしばしば利用される手法である.従来のRAPD法によるパターン認識は, 目視による評価に依存しているため, 得られる結果の信頼性が問題となる.このような人為的なエラーを解決するため, 筆者らは計算機による画像処理法とニューラルネットワークによるパターン認識法を導入し, 微生物の種間の差異に基づくRAPDパターンの差異の識別法を開発したので, 本稿において報告する.

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