Machine Learning Data Augmentation as a Tool to Enhance Quantitative Composition–Activity Relationships of Complex Mixtures. A New Application to Dissect the Role of Main Chemical Components in Bioactive Essential Oils

Scientific investigation on essential oils composition and the related biological profile are continuously growing. Nevertheless, only a few studies have been performed on the relationships between chemical composition and biological data. Herein, the investigation of 61 assayed essential oils is re...

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Detalles Bibliográficos
Autores principales: Ragno, Alessio, Baldisserotto, Anna, Antonini, Lorenzo, Sabatino, Manuela, Sapienza, Filippo, Baldini, Erika, Buzzi, Raissa, Vertuani, Silvia, Manfredini, Stefano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8537614/
https://www.ncbi.nlm.nih.gov/pubmed/34684861
http://dx.doi.org/10.3390/molecules26206279

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8537614/
https://www.ncbi.nlm.nih.gov/pubmed/34684861
http://dx.doi.org/10.3390/molecules26206279

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