Experimental Data Based Machine Learning Classification Models with Predictive Ability to Select in Vitro Active Antiviral and Non-Toxic Essential Oils

Citrus Essential Oils (CEOs) and Their Applications in Food: An Overview

(2020) Himashree Bora et al.   Plants-Basel

Variation in essential oil content and composition of Ridolfia segetum Moris based on 30-hour prolonged fractionated extraction procedure

(2019) Mijat Božović et al.   NATURAL PRODUCT RESEARCH

Machine Learning Analyses on Data including Essential Oil Chemical Composition and In Vitro Experimental Antibiofilm Activities against Staphylococcus Species

(2019) Alexandros Patsilinakos et al.   MOLECULES

A comprehensive review of the antibacterial, antifungal and antiviral potential of essential oils and their chemical constituents against drug-resistant microbial pathogens

(2019) Saika Tariq et al.   MICROBIAL PATHOGENESIS

Compositional analysis of the essential oil of Boswellia dalzielii frankincense from West Africa reveals two major chemotypes

(2019) Anjanette DeCarlo et al.   PHYTOCHEMISTRY

Therapeutic Potential of α- and β-Pinene: A Miracle Gift of Nature

(2019) Bahare Salehi et al.   Biomolecules

Berberis Plants—Drifting from Farm to Food Applications, Phytotherapy, and Phytopharmacology

(2019) Bahare Salehi et al.   Foods

Multivariate comparison of classification performance measures

(2018) Davide Ballabio et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Partial least squares discriminant analysis for chemometrics and metabolomics: How scores, loadings, and weights differ according to two common algorithms

(2018) Richard G. Brereton et al.   JOURNAL OF CHEMOMETRICS

Antimicrobial and Antibiofilm Activity and Machine Learning Classification Analysis of Essential Oils from Different Mediterranean Plants against Pseudomonas aeruginosa

(2018) Marco Artini et al.   MOLECULES

Inhibition of HSV-2 infection by pure compounds from Thymus capitatus extract in vitro

(2018) Marwa Mekni Toujani et al.   PHYTOTHERAPY RESEARCH

Chemometric analysis of NMR and GC datasets for chemotype characterization of essential oils from different species of Ocimum

(2018) João Vito B. Freitas et al.   TALANTA

Essential oils as natural preservatives for bakery products: Understanding the mechanisms of action, recent findings, and applications

(2018) Mohsen Gavahian et al.   CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION

Essential Oil Extraction, Chemical Analysis and Anti-Candida Activity of Calamintha nepeta (L.) Savi subsp. glandulosa (Req.) Ball—New Approaches

(2017) Mijat Božović et al.   MOLECULES

Calamintha nepeta (L.) Savi and its Main Essential Oil Constituent Pulegone: Biological Activities and Chemistry

(2017) Mijat Božović et al.   MOLECULES

Essential oil extraction, chemical analysis and anti-Candida activity of Foeniculum vulgare Miller – new approaches

(2017) Stefania Garzoli et al.   NATURAL PRODUCT RESEARCH

Esential oils extraction: a 24-hour steam distillation systematic methodology

(2017) Mijat Božović et al.   NATURAL PRODUCT RESEARCH

A Novel Method to Titrate Herpes Simplex Virus-1 (HSV-1) Using Laser-Based Scanning of Near-Infrared Fluorophores Conjugated Antibodies

(2017) Marco Fabiani et al.   Frontiers in Microbiology

A MATLAB toolbox for Principal Component Analysis and unsupervised exploration of data structure

(2015) Davide Ballabio   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Multidisciplinary Approach to Determine the Optimal Time and Period for Extracting the Essential Oil from Mentha suaveolens Ehrh

(2015) Stefania Garzoli et al.   MOLECULES

In vitro inhibition of herpes simplex virus type 1 replication by Mentha suaveolens essential oil and its main component piperitenone oxide

(2014) Livia Civitelli et al.   PHYTOMEDICINE

ColonyArea: An ImageJ Plugin to Automatically Quantify Colony Formation in Clonogenic Assays

(2014) Camilo Guzmán et al.   PLoS One

Classification tools in chemistry. Part 1: linear models. PLS-DA

(2013) Davide Ballabio et al.   Analytical Methods

Analysis and in vitro anti- Candida antifungal activity of Cuminum cyminum and Salvadora persica herbs extracts against pathogenic Candida strains

(2013) A. Naeini et al.   JOURNAL DE MYCOLOGIE MEDICALE

QSAR Modeling: Where Have You Been? Where Are You Going To?

(2013) Artem Cherkasov et al.   JOURNAL OF MEDICINAL CHEMISTRY

Quality control of Citri reticulatae pericarpium: Exploratory analysis and discrimination

(2011) Christophe Tistaert et al.   ANALYTICA CHIMICA ACTA

Essential Oils of Aromatic Plants with Antibacterial, Antifungal, Antiviral, and Cytotoxic Properties – an Overview

(2009) Jürgen Reichling et al.   Complementary Medicine Research

Biological effects of essential oils – A review

(2007) F. Bakkali et al.   FOOD AND CHEMICAL TOXICOLOGY