Application of artificial intelligence models and optimization algorithms in plant cell and tissue culture
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 …
different fields of technology and science and have recently been applied to improve …
Shoot tip necrosis of in vitro plant cultures: a reappraisal of possible causes and solutions
JA Teixeira da Silva, E Nezami-Alanagh, ME Barreal… - Planta, 2020 - Springer
Main conclusion Shoot tip necrosis is a physiological condition that negatively impacts the
growth and development of in vitro plant shoot cultures across a wide range of species …
growth and development of in vitro plant shoot cultures across a wide range of species …
Development of support vector machine-based model and comparative analysis with artificial neural network for modeling the plant tissue culture procedures: effect of …
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 …
and foremost step in successful gene transformation studies. However, it is usually difficult to …
Mathematical Modeling of Growth and Paclitaxel Biosynthesis in Corylus avellana Cell Culture Responding to Fungal Elicitors Using Multilayer Perceptron-Genetic …
Paclitaxel is the top-selling anticancer medicine in the world. In vitro culture of Corylus
avellana has been made known as a promising and inexpensive strategy for producing …
avellana has been made known as a promising and inexpensive strategy for producing …
Modeling and Optimizing in vitro Sterilization of Chrysanthemum via Multilayer Perceptron-Non-dominated Sorting Genetic Algorithm-II (MLP-NSGAII)
In vitro sterilization is a primary step of plant tissue culture which the ultimate results of in
vitro culture are directly depended on the efficiency of the sterilization. Artificial intelligence …
vitro culture are directly depended on the efficiency of the sterilization. Artificial intelligence …
Application of adaptive neuro-fuzzy inference system-non-dominated sorting genetic Algorithm-II (ANFIS-NSGAII) for modeling and optimizing somatic embryogenesis …
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 …
approach for modeling and optimizing plant tissue culture procedures. The aim of this study …
Modeling and Optimizing Culture Medium Mineral Composition for in vitro Propagation of Actinidia arguta
The design of plant tissue culture media remains a complicated task due to the interactions
of many factors. The use of computer-based tools is still very scarce, although they have …
of many factors. The use of computer-based tools is still very scarce, although they have …
Enhancing petunia tissue culture efficiency with machine learning: A pathway to improved callogenesis
H Rezaei, A Mirzaie-Asl, MR Abdollahi, M Tohidfar - Plos one, 2023 - journals.plos.org
The important feature of petunia in tissue culture is its unpredictable and genotype-
dependent callogenesis, posing challenges for efficient regeneration and biotechnology …
dependent callogenesis, posing challenges for efficient regeneration and biotechnology …
Application of artificial neural network for modeling and studying in vitro genotype-independent shoot regeneration in wheat
M Hesami, JA Condori-Apfata… - Applied Sciences, 2020 - mdpi.com
Optimizing in vitro shoot regeneration conditions in wheat is one of the important steps in
successful micropropagation and gene transformation. Various factors such as genotypes …
successful micropropagation and gene transformation. Various factors such as genotypes …
Innovation in the Breeding of Common Bean Through a Combined Approach of in vitro Regeneration and Machine Learning Algorithms
Common bean is considered a recalcitrant crop for in vitro regeneration and needs a
repeatable and efficient in vitro regeneration protocol for its improvement through …
repeatable and efficient in vitro regeneration protocol for its improvement through …