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J-GLOBAL ID：201802228926268116   Reference number：18A0757738

Chemogenomic Active Learning’s Domain of Applicability on Small, Sparse qHTS Matrices: A Study Using Cytochrome P450 and Nuclear Hormone Receptor Families

小規模でまばらなQHTSマトリックスへの適用性のケモゲノム活性学習領域:チトクロームP450と核ホルモン受容体ファミリーを用いた研究【JST・京大機械翻訳】

Author (5)： Rakers Christin (Institute of Transformative bio-Molecules, WPI-ITbM, Nagoya University, Furo-cho, Chikusa-ku, Nagoya, 464-8602, Japan) ,  Najnin Rifat Ara (Department of Radiation Genetics, Kyoto University Graduate School of Medicine, Sakyo, Yoshida-konoemachi Building D, 3F, Kyoto, 606-8501, Japan) ,  Polash Ahsan Habib (Department of Radiation Genetics, Kyoto University Graduate School of Medicine, Sakyo, Yoshida-konoemachi Building D, 3F, Kyoto, 606-8501, Japan) ,  Takeda Shunichi (Department of Radiation Genetics, Kyoto University Graduate School of Medicine, Sakyo, Yoshida-konoemachi Building D, 3F, Kyoto, 606-8501, Japan) ,  Brown J.B. (Laboratory for Molecular Biosciences, Kyoto University Graduate School of Medicine, Yoshida-konoemachi Building E, 606-8501, Kyoto, Sakyo, Japan)
Material： ChemMedChem
Volume： 13  Issue： 6  Page： 511-521  Publication year： 2018 
JST Material Number： W1573A  ISSN： 1860-7179  CODEN： CHEMGX  Document type： Article
Article type： 原著論文  Country of issue： United States (USA)  Language： ENGLISH (EN)

Abstract/Point： Computational models for predi...

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Thesaurus term： *cytochrome P450 ,  biological activity ,  computation model ,  *adaptability ,  database ,  *genome ,  *cytochrome ,  *Learning ,  small molecule ,  *hormone receptor ,  Ligands ,  G protein-coupled receptor ,  kinase ,  *nuclear hormone receptor
Semi thesaurus term： 能動学習 , 【Automatic Indexing@JST】

Author keywords (5)： active learning ,  chemogenomics ,  chemoinformatics ,  cytochromes ,  hormone receptors

JST classification (2)： Receptors on cell membrane  (EF04030C) ,  Gene expression  (EC02040Q)

Terms in the title (7)： マトリックス ,  活性 ,  学習 ,  チトクロームP450 ,  核ホルモン受容体 ,  ファミリー ,  研究