AIMC Topic: Oils, Volatile
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Variations of the chemical components and biological activities of Thymus capitatus essential oil from three regions in Palestine.
Scientific reports
May 10, 2025
Thymus capitatus is a widely utilized medicinal plant in Palestine. The main goal of this study was to assess the phytochemical content of T. capitatus essential oils (EOs) from three Palestinian regions using hydro-distillation. Furthermore, the EO ...
Antibacterial and antibiofilm activities of star anise-cinnamon essential oil against multidrug-resistant Thompson.
Frontiers in cellular and infection microbiology
Mar 3, 2025
INTRODUCTION: The emergence of foodborne multidrug-resistant (MDR) has attracted considerable global attention. Given that food is the primary transmission route, our study focuses on , a freshwater snail that is commonly consumed as a specialty foo...
Leveraging artificial neural networks for optimizing Cinnamomum Sintoc essential oil production in Mount Ciremai.
Brazilian journal of biology = Revista brasleira de biologia
Feb 14, 2025
Cinnamomum sintoc is a plant renowned for its production of high-quality essential oils. This study assessed the essential oil content in C. sintoc based on its morphological characteristics, environmental conditions, and soil nutrient composition. A...
Essential Oils as Antimicrobials against : Experimental and Literature Data to Definite Predictive Quantitative Composition-Activity Relationship Models Using Machine Learning Algorithms.
Journal of chemical information and modeling
Jan 22, 2025
Essential oils (EOs) exhibit a broad spectrum of biological activities; however, their clinical application is hindered by challenges, such as variability in chemical composition and chemical/physical instability. A critical limitation is the lack of...
An unconventional separation method of α-Terpineol from its isomer 1,8-Cineole via in situ-association formation of deep eutectic solvent and machine learning.
Journal of chromatography. A
Jan 16, 2025
α-Terpineol and 1,8-cineole are two important compounds in essential oils. This study developed an efficient method to recover α-terpineol from model oil (MO) based on association extraction by in situ formations of deep eutectic solvent (DES) betwee...
Prediction of essential oil content in C. sintoc Leaves based on the direction of vegetation slope in Mount Ciremai National Park using ANFIS Artificial Neural Network.
Brazilian journal of biology = Revista brasleira de biologia
May 24, 2024
C. sintoc is a plant that has a high essential oil content. Essential oils have many health benefits. Mount Ciremai National Park is an area that has abundant vegetation, especially C. sintoc. The purpose of this study was to predict the volume of oi...
Deep learning-based method for automatic resolution of gas chromatography-mass spectrometry data from complex samples.
Journal of chromatography. A
Dec 29, 2022
Modern gas chromatography-mass spectrometry (GC-MS) is the workhorse for the high-throughput profiling of volatile compounds in complex samples. It can produce a considerable amount of two-dimensional data, and automatic methods are required to disti...
Deep Learning Combined with Hyperspectral Imaging Technology for Variety Discrimination of .
Molecules (Basel, Switzerland)
Sep 16, 2022
Traditional Chinese herbal medicine (TCHM) plays an essential role in the international pharmaceutical industry due to its rich resources and unique curative properties. The flowers, stems, and leaves of Fritillaria contain a wide range of phytochemi...
Machine Learning Analysis of Essential Oils from Cuban Plants: Potential Activity against Protozoa Parasites.
Molecules (Basel, Switzerland)
Feb 17, 2022
Essential oils (EOs) are a mixture of chemical compounds with a long history of use in food, cosmetics, perfumes, agricultural and pharmaceuticals industries. The main object of this study was to find chemical patterns between 45 EOs and antiprotozoa...
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