Optimization of ultrasound-aided extraction of bioactive ingredients from Vitis vinifera seeds using RSM and ANFIS modeling with machine learning algorithm

S Kunjiappan, LK Ramasamy, S Kannan, P Pavadai… - Scientific Reports, 2024 - nature.com
Plant materials are a rich source of polyphenolic compounds with interesting health-
beneficial effects. The present study aimed to determine the optimized condition for …

Ultrasound-Assisted Phytochemical Extraction Condition Optimization Using Response Surface Methodology from Perlette Grapes (Vitis vinifera)

M Kaleem, A Ahmad, RM Amir, G Kaukab Raja - Processes, 2019 - mdpi.com
In the current study, bioactive compounds of Vitis vinifera (Perlette) were extracted using an
ultrasound-assisted extraction technique. The central composite design of response surface …

Optimization of ultrasound‐assisted extraction of phenolic compounds from grapefruit (Citrus paradisi Macf.) leaves via D‐optimal design and artificial neural network …

Z Ciğeroğlu, Ö Aras, CA Pinto… - Journal of the …, 2018 - Wiley Online Library
BACKGROUND The extraction of phenolic compounds from grapefruit leaves assisted by
ultrasound‐assisted extraction (UAE) was optimized using response surface methodology …

Modeling and Optimization of Ultrasound-Assisted Extraction of Bioactive Compounds from Allium sativum Leaves Using Response Surface Methodology and …

S Shekhar, P Prakash, P Singha, K Prasad, SK Singh - Foods, 2023 - mdpi.com
This study explains the effect of ultrasound on the extraction of the bioactive compounds
from garlic (Allium sativum L.) leaf powder. The experiment was carried out by varying the …

Response surface methodology and artificial neural network approach for the optimization of ultrasound-assisted extraction of polyphenols from garlic

A Ciric, B Krajnc, D Heath, N Ogrinc - Food and Chemical Toxicology, 2020 - Elsevier
This paper aimed to establish the optimal conditions for ultrasound-assisted extraction of
polyphenols from domestic garlic (Allium sativum L.) using response surface methodology …

Optimization and analysis of ultrasound-assisted extraction of bioactive polyphenols from Garcinia indica using RSM and ANFIS modeling and its anticancer activity

S Kunjiappan, T Panneerselvam, S Govindaraj… - Journal of the Iranian …, 2020 - Springer
Therapeutically important bioactive polyphenols were efficiently extracted from Garcinia
indica using ultrasound-assisted extraction (UAE) technique and investigated for its …

Pulsed ultrasound-assisted extraction of natural antioxidants from mandarin (Citrus deliciosa Tenore) leaves: Experimental and modeling study

S Şahin, Z İlbay, Şİ Kırbaşlar - Chemical Engineering …, 2018 - Taylor & Francis
Pulsed ultrasound-assisted extraction (PUAE) of flavonoids and polyphenols from mandarin
(Citrus deliciosa Tenore) leaves was examined. The response surface methodology (RSM) …

Optimization of Ultrasound-Assisted Extraction of Phenolic Compounds, Antioxidants, and Anthocyanins from Grape (Vitis vinifera) Seeds

K Ghafoor, YH Choi, JY Jeon, IH Jo - Journal of agricultural and …, 2009 - ACS Publications
Important functional components from Campbell Early grape seed were extracted by
ultrasound-assisted extraction (UAE) technology. The experiments were carried out …

[HTML][HTML] Ultrasound assisted phytochemical extraction of red cabbage by using deep eutectic solvent: Modelling using ANFIS and optimization by genetic algorithms

K Pusty, KK Dash, S Giri, GVSB Raj, A Tiwari… - Ultrasonics …, 2024 - Elsevier
The present investigation studied the effect of process parameters on the extraction of
phytochemicals from red cabbage by the application of ultrasonication and temperature. The …

[HTML][HTML] Optimization of ultrasound-assisted extraction of bioactive compounds from wild garlic (Allium ursinum L.)

A Tomšik, B Pavlić, J Vladić, M Ramić, J Brindza… - Ultrasonics …, 2016 - Elsevier
Ultrasound-assisted extraction was used for extraction of bioactive compounds and for
production of Allium ursinum liquid extract. The experiments were carried out according to …