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Experimental Data Based Machine Learning Classification Models with Predictive Ability to Select in Vitro Active Antiviral and Non-Toxic Essential Oils.
Sabatino, Manuela; Fabiani, Marco; Bozovic, Mijat; Garzoli, Stefania; Antonini, Lorenzo; Marcocci, Maria Elena; Palamara, Anna Teresa; De Chiara, Giovanna; Ragno, Rino.
Afiliación
  • Sabatino M; Rome Center for Molecular Design, Department of Drug Chemistry and Technology, Sapienza University, P.le Aldo Moro 5, 00185 Rome, Italy.
  • Fabiani M; Department of Public Health and Infectious Diseases, Sapienza University of Rome, Laboratory affiliated to Istituto Pasteur Italia-Fondazione Cenci Bolognetti, 00161 Rome, Italy.
  • Bozovic M; University of Montenegro, Faculty of Science and Mathematics, Dzordza Vasingtona bb, 81000 Podgorica, Montenegro.
  • Garzoli S; Department of Drug Chemistry and Technology, Sapienza University, P.le Aldo Moro 5, 00185 Rome, Italy.
  • Antonini L; Rome Center for Molecular Design, Department of Drug Chemistry and Technology, Sapienza University, P.le Aldo Moro 5, 00185 Rome, Italy.
  • Marcocci ME; Department of Public Health and Infectious Diseases, Sapienza University of Rome, Laboratory affiliated to Istituto Pasteur Italia-Fondazione Cenci Bolognetti, 00161 Rome, Italy.
  • Palamara AT; Department of Public Health and Infectious Diseases, Sapienza University of Rome, Laboratory affiliated to Istituto Pasteur Italia-Fondazione Cenci Bolognetti, 00161 Rome, Italy.
  • De Chiara G; San Raffaele Pisana, IRCCS, Telematic University, 00166 Rome, Italy.
  • Ragno R; Institute of Translational Pharmacology, National Research Council, 00133 Rome, Italy.
Molecules ; 25(10)2020 May 25.
Article en En | MEDLINE | ID: mdl-32466318
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Antivirales / Aceites de Plantas / Aceites Volátiles / Herpesvirus Humano 1 / Lamiales / Aprendizaje Automático Supervisado Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Animals / Humans Idioma: En Revista: Molecules Asunto de la revista: BIOLOGIA Año: 2020 Tipo del documento: Article País de afiliación: Italia
Texto completo
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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Antivirales / Aceites de Plantas / Aceites Volátiles / Herpesvirus Humano 1 / Lamiales / Aprendizaje Automático Supervisado Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Animals / Humans Idioma: En Revista: Molecules Asunto de la revista: BIOLOGIA Año: 2020 Tipo del documento: Article País de afiliación: Italia