Investigation of the Influence of Polyamines on Mature Embryo Culture and DNA Methylation of Wheat (Triticum aestivum L.) Using the Machine Learning Algorithm …
Numerous factors can impact the efficiency of callus formation and in vitro regeneration in
wheat cultures through the introduction of exogenous polyamines (PAs). The present study …
wheat cultures through the introduction of exogenous polyamines (PAs). The present study …
Prediction and optimization of indirect shoot regeneration of Passiflora caerulea using machine learning and optimization algorithms
M Jafari, MH Daneshvar - BMC biotechnology, 2023 - Springer
Background Optimization of indirect shoot regeneration protocols is one of the key
prerequisites for the development of Agrobacterium-mediated genetic transformation and/or …
prerequisites for the development of Agrobacterium-mediated genetic transformation and/or …
Artificial neural network and decision tree–based models for prediction and validation of in vitro organogenesis of two hydrophytes—Hemianthus callitrichoides and …
The application of plant tissue culture protocols for aquatic plants has been widely adopted
in recent years to produce cost-effective plants for aquarium industry. In vitro regeneration …
in recent years to produce cost-effective plants for aquarium industry. In vitro regeneration …
Artificial neural network modeling for deciphering the in vitro induced salt stress tolerance in chickpea (Cicer arietinum L)
Salt stress is one of the most critical abiotic stresses having significant contribution in global
agriculture production. Chickpea is sensitive to salt stress at various growth stages and a …
agriculture production. Chickpea is sensitive to salt stress at various growth stages and a …
Usage of Machine Learning Algorithms for Establishing an Effective Protocol for the In Vitro Micropropagation Ability of Black Chokeberry (Aronia melanocarpa (Michx …
The primary objective of this research was to ascertain the optimal circumstances for the
successful growth of black chokeberry (Aronia melanocarpa (Michx.) Elliott) using tissue …
successful growth of black chokeberry (Aronia melanocarpa (Michx.) Elliott) using tissue …
Artificial neural network and decision tree facilitated prediction and validation of cytokinin-auxin induced in vitro organogenesis of sorghum (Sorghum bicolor L.)
In this study, in vitro regeneration protocol of sorghum (Sorghum bicolor) was successfully
established by using direct organogenesis from a mature zygotic embryo explant. The used …
established by using direct organogenesis from a mature zygotic embryo explant. The used …
Machine Learning Analysis of the Impact of Silver Nitrate and Silver Nanoparticles on Wheat (Triticum aestivum L.): Callus Induction, Plant Regeneration, and DNA …
The objective of this study was to comprehend the efficiency of wheat regeneration, callus
induction, and DNA methylation through the application of mathematical frameworks and …
induction, and DNA methylation through the application of mathematical frameworks and …
Machine learning offers insights into the impact of in vitro drought stress on strawberry cultivars
Ö Şimşek - Agriculture, 2024 - mdpi.com
This study aimed to assess the susceptibility of three strawberry cultivars
(“Festival”,“Fortuna”, and “Rubygem”) to drought stress induced by varying polyethylene …
(“Festival”,“Fortuna”, and “Rubygem”) to drought stress induced by varying polyethylene …
Applicability of soft computing techniques for in vitro micropropagation media simulation and optimization: A comparative study on Salvia macrosiphon Boiss
Plant tissue culture media composition prediction is valuable and can diminish the spending
time and costs of releasing protocols. The present study assessed the possibility of using …
time and costs of releasing protocols. The present study assessed the possibility of using …
A comparative and practical approach using quantum machine learning (QML) and support vector classifier (SVC) for Light emitting diodes mediated in vitro …
In this study, in vitro regeneration protocol for black mulberry (Morus nigra L.) was optimized
using 18 distinct combinations of benzylaminopurine (BAP) with either naphthalene acetic …
using 18 distinct combinations of benzylaminopurine (BAP) with either naphthalene acetic …