ArticleMolecules (Basel, Switzerland)2020
Experimental Data Based Machine Learning Classification Models with Predictive Ability to Select in Vitro Active Antiviral and Non-Toxic Essential Oils.
Article in Molecules (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Article
- Development of a machine learning-based screening model for the risk of depression among the elderly in China.BMC geriatrics · 2026Article
- Rosemary essential oil: chemical composition, antiviral, cytotoxicity, and in silico molecular docking analysis against tobacco mosaic virus.Scientific reports · 2025Article
- Review
- Screening of the activity of sixty essential oils against plasmodium early mosquito stages in vitro and machine learning analysis reveals new putative inhibitors of malaria parasites.International journal for parasitology. Drugs and drug resistance · 2023Article
- In Vitro Antioxidant and In Vivo Antigenotoxic Features of a Series of 61 Essential Oils and Quantitative Composition-Activity Relationships Modeled through Machine Learning Algorithms.Antioxidants (Basel, Switzerland) · 2023Article
- Effect of Different Soil Treatments on Production and Chemical Composition of Essential Oils Extracted fromPlants (Basel, Switzerland) · 2023Article
- Essential Oils from Mediterranean Plants Inhibit In Vitro Monocyte Adhesion to Endothelial Cells from Umbilical Cords of Females with Gestational Diabetes Mellitus.International journal of molecular sciences · 2023Article
- Article
- In Vivo Antiphytoviral and Aphid Repellency Activity of Essential Oils and Hydrosols fromPlants (Basel, Switzerland) · 2023Article
- Article
- Machine Learning Analysis of Essential Oils from Cuban Plants: Potential Activity against Protozoa Parasites.Molecules (Basel, Switzerland) · 2022Article
- Article
- 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.Molecules (Basel, Switzerland) · 2021Article
- Progress of Plant Medicine Derived Extracts and Alkaloids on Modulating Viral Infections and Inflammation.Drug design, development and therapy · 2021Review
- Effective Search of Triterpenes with Anti-HSV-1 Activity Using a Classification Model by Logistic Regression.Frontiers in chemistry · 2021Article
- Essential Oils Biofilm Modulation Activity, Chemical and Machine Learning Analysis. Application onInternational journal of molecular sciences · 2020Article
- Essential Oils and Their Main Chemical Components: The Past 20 Years of Preclinical Studies in Melanoma.Cancers · 2020Review
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In the last decade essential oils have attracted scientists with a constant increase rate of more than 7% as witnessed by almost 5000 articles. Among the prominent studies essential oils are investigated as antibacterial agents alone or in combination with known drugs. Minor studies involved essential oil inspection as potential anticancer and antiviral natural remedies. In line with the authors previous reports the investigation of an in-house library of extracted essential oils as a potential blocker of HSV-1 infection is reported herein. A subset of essential oils was experimentally tested in an in vitro model of HSV-1 infection and the determined IC
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.