Virtual screening of antimicrobial plant extracts by machine-learning classification of chemical compounds in semantic space

• Hiroaki Yabuuchi ,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Writing – original draft

  * E-mail: yabuuchi_h0002@pref.wakayama.lg.jp

  Current address: Kushimoto Branch, Shingu Health Center of Wakayama Prefecture, Wakayama, Japan

  Affiliation Department of Pharmaceutical Industry, Industrial Technology Center of Wakayama Prefecture, Wakayama, Japan

  https://orcid.org/0000-0002-7353-0956

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• Kazuhito Hayashi,

  Roles Investigation, Validation

  Affiliation Department of Pharmaceutical Industry, Industrial Technology Center of Wakayama Prefecture, Wakayama, Japan

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• Akihiko Shigemoto,

  Roles Methodology, Writing – review & editing

  Affiliation Department of Digital Manufacturing, Industrial Technology Center of Wakayama Prefecture, Wakayama, Japan

  https://orcid.org/0000-0002-8086-3214

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• Makiko Fujiwara,

  Roles Resources

  Affiliation Department of Pharmaceutical Industry, Industrial Technology Center of Wakayama Prefecture, Wakayama, Japan

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• Yuhei Nomura,

  Roles Methodology, Resources, Software, Visualization

  Affiliation Department of Digital Manufacturing, Industrial Technology Center of Wakayama Prefecture, Wakayama, Japan

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• Mayumi Nakashima,

  Roles Software, Visualization

  Affiliation Department of Digital Manufacturing, Industrial Technology Center of Wakayama Prefecture, Wakayama, Japan

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• Takeshi Ogusu,

  Roles Validation

  Affiliation Department of Pharmaceutical Industry, Industrial Technology Center of Wakayama Prefecture, Wakayama, Japan

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• Megumi Mori,

  Roles Supervision, Writing – review & editing

  Affiliation Department of Pharmaceutical Industry, Industrial Technology Center of Wakayama Prefecture, Wakayama, Japan

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• Shin-ichi Tokumoto,

  Roles Project administration

  Affiliation Department of Digital Manufacturing, Industrial Technology Center of Wakayama Prefecture, Wakayama, Japan

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• Kazuyuki Miyai

  Roles Funding acquisition, Project administration, Supervision

  Affiliation Department of Pharmaceutical Industry, Industrial Technology Center of Wakayama Prefecture, Wakayama, Japan

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