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J-GLOBAL ID：201902241114102653   Reference number：19A2515043

Salivary metabolomics with alternative decision tree-based machine learning methods for breast cancer discrimination

乳癌識別のための代替決定木ベース機械学習法による唾液メタボロミクス【JST・京大機械翻訳】

Author (13)： Murata Takeshi (Department of Breast Surgery, National Cancer Center Hospital, Tokyo, Japan) ,  Yanagisawa Takako (Department of Surgery, Teikyo University School of Medicine, Tokyo, Japan) ,  Kurihara Toshiaki (Department of Surgery, Keio University School of Medicine, Tokyo, Japan) ,  Kaneko Miku (Institute for Advanced Biosciences, Keio University, Tsuruoka, Yamagata, Japan) ,  Ota Sana (Institute for Advanced Biosciences, Keio University, Tsuruoka, Yamagata, Japan) ,  Enomoto Ayame (Institute for Advanced Biosciences, Keio University, Tsuruoka, Yamagata, Japan) ,  Tomita Masaru (Institute for Advanced Biosciences, Keio University, Tsuruoka, Yamagata, Japan) ,  Sugimoto Masahiro (Institute for Advanced Biosciences, Keio University, Tsuruoka, Yamagata, Japan) ,  Sugimoto Masahiro (Health Promotion and Preemptive Medicine, Research and Development Center for Minimally Invasive Therapies, Tokyo Medical University, Tokyo, Japan) ,  Sunamura Makoto (Digestive Surgery and Transplantation Surgery, Tokyo Medical University Hachioji Medical Center, Tokyo, Japan) ,  Hayashida Tetsu (Department of Surgery, Keio University School of Medicine, Tokyo, Japan) ,  Kitagawa Yuko (Department of Surgery, Keio University School of Medicine, Tokyo, Japan) ,  Jinno Hiromitsu (Department of Surgery, Keio University School of Medicine, Tokyo, Japan)
Material： Breast Cancer Research and Treatment
Volume： 177  Issue： 3  Page： 591-601  Publication year： 2019 
JST Material Number： W4122A  ISSN： 1573-7217  Document type： Article
Article type： 原著論文  Country of issue： Germany, Federal Republic of (DEU)  Language： ENGLISH (EN)

Abstract/Point： The aim of this study is to ex...

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Thesaurus term： capillary electrophoresis ,  *learning ,  *breast tumor ,  multiplex ,  polyamine ,  screening(inspection) ,  human(primates) ,  biomarker ,  *machine learning ,  breast ,  metabolite ,  statistical analysis ,  confidence interval ,  aliphatic amine ,  diamine ,  primary amine ,  secondary amine
Semi thesaurus term： ロジスティック回帰分析 ,  *メタボロミクス , 【Automatic Indexing@JST】

Author keywords (6)： Breast cancer ,  Biomarker ,  Saliva ,  Polyamines ,  Metabolomics ,  Alternative decision tree

JST classification (3)： Biosubstance in general  (EB02010G) ,  Mass spectrometry  (CC03013N) ,  Diagnosis of tumors(=neoplasms)  (GE03020J)

Substance index (1)： Spermine

Terms in the title (7)： 乳癌 ,  識別 ,  代替 ,  決定木 ,  ベース機械 ,  唾液 ,  メタボロミクス