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

Plant extract is a mixture of diverse phytochemicals, and considered as an important resource for drug discovery. However, large-scale exploration of the bioactive extracts has been hindered by various obstacles until now. In this research, we have introduced and evaluated a new computational screen...

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Detalles Bibliográficos
Autores principales: Yabuuchi, Hiroaki, Hayashi, Kazuhito, Shigemoto, Akihiko, Fujiwara, Makiko, Nomura, Yuhei, Nakashima, Mayumi, Ogusu, Takeshi, Mori, Megumi, Tokumoto, Shin-ichi, Miyai, Kazuyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10184910/
https://www.ncbi.nlm.nih.gov/pubmed/37186641
http://dx.doi.org/10.1371/journal.pone.0285716