Application of artificial intelligence models and optimization algorithms in plant cell and tissue culture

M Hesami, AMP Jones - Applied Microbiology and Biotechnology, 2020 - Springer
Artificial intelligence (AI) models and optimization algorithms (OA) are broadly employed in
different fields of technology and science and have recently been applied to improve …

Experimental design and multiple response optimization. Using the desirability function in analytical methods development

LV Candioti, MM De Zan, MS Cámara, HC Goicoechea - Talanta, 2014 - Elsevier
Highlights•We discuss the optimization role in new analytical method development.•We
show in detail the application of experimental designs in analytical chemistry.•Desirability …

Development of support vector machine-based model and comparative analysis with artificial neural network for modeling the plant tissue culture procedures: effect of …

M Hesami, R Naderi, M Tohidfar… - Plant methods, 2020 - Springer
Background Optimizing the somatic embryogenesis protocol can be considered as the first
and foremost step in successful gene transformation studies. However, it is usually difficult to …

The multiplicity of hairy root cultures: prolific possibilities

NN Ono, L Tian - Plant Science, 2011 - Elsevier
Hairy root cultures (HRCs), induced by Agrobacterium rhizogenes infection, have been
established from a wide variety of plant species. HRCs accumulate phytochemicals to levels …

Production of biomass and useful compounds from adventitious roots of high-value added medicinal plants using bioreactor

MA Baque, SH Moh, EJ Lee, JJ Zhong, KY Paek - Biotechnology Advances, 2012 - Elsevier
The increasing global demand for biomass of medicinal plant resources reflects the issues
and crisis created by diminishing renewable resources and increasing consumer …

[PDF][PDF] Cannabis sativa: applications of artificial intelligence and plant tissue culture for micropropagation

RB Malabadi, TL Nethravathi, KP Kolkar… - … Journal of Research …, 2023 - researchgate.net
This review paper highlights about the important applications of Artificial Intelligence (AI)
and in vitro micropropagation of Cannabis. Cannabis micropropagation has largely been an …

[HTML][HTML] Adventitious root culture for secondary metabolite production in medicinal plants: a review

E Rahmat, Y Kang - Journal of Plant Biotechnology, 2019 - kspbtjpb.org
Medicinal plants are high-value natural resources that have been used as precautionary
drugs by many people globally. The increasing global demand for bioactive compounds …

Application of adaptive neuro-fuzzy inference system-non-dominated sorting genetic Algorithm-II (ANFIS-NSGAII) for modeling and optimizing somatic embryogenesis …

M Hesami, R Naderi, M Tohidfar… - Frontiers in plant …, 2019 - frontiersin.org
A hybrid artificial intelligence model and optimization algorithm could be a powerful
approach for modeling and optimizing plant tissue culture procedures. The aim of this study …

[HTML][HTML] Modeling and optimizing a new culture medium for in vitro rooting of G× N15 Prunus rootstock using artificial neural network-genetic algorithm

MM Arab, A Yadollahi, M Eftekhari, H Ahmadi… - Scientific reports, 2018 - nature.com
The main aim of the present investigation is modeling and optimization of a new culture
medium for in vitro rooting of G× N15 rootstock using an artificial neural network-genetic …

Modeling and optimizing medium composition for shoot regeneration of Chrysanthemum via radial basis function-non-dominated sorting genetic algorithm-II (RBF …

M Hesami, R Naderi, M Tohidfar - Scientific Reports, 2019 - nature.com
The aim of the current study was modeling and optimizing medium compositions for shoot
proliferation of chrysanthemum, as a case study, through radial basis function-non …