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[HTML][HTML] Modern plant breeding techniques in crop improvement and genetic diversity: from molecular markers and gene editing to artificial intelligence—A critical …
With the development of new technologies in recent years, researchers have made
significant progress in crop breeding. Modern breeding differs from traditional breeding …
significant progress in crop breeding. Modern breeding differs from traditional breeding …
[HTML][HTML] Investigation of the Influence of Polyamines on Mature Embryo Culture and DNA Methylation of Wheat (Triticum aestivum L.) Using the Machine Learning …
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 …
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 …
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 …
Machine learning-mediated Passiflora caerulea callogenesis optimization
M Jafari, MH Daneshvar - PLoS One, 2024 - journals.plos.org
Callogenesis is one of the most powerful biotechnological approaches for in vitro secondary
metabolite production and indirect organogenesis in Passiflora caerulea. Comprehensive …
metabolite production and indirect organogenesis in Passiflora caerulea. Comprehensive …
[HTML][HTML] Machine Learning Analysis of the Impact of Silver Nitrate and Silver Nanoparticles on Wheat (Triticum aestivum L.): Callus Induction, Plant Regeneration, and …
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 …
Artificial intelligence models for validating and predicting the impact of chemical priming of hydrogen peroxide (H2O2) and light emitting diodes on in vitro grown industrial hemp …
Industrial hemp (Cannabis sativa L.) is a highly recalcitrant plant under in vitro conditions
that can be overcome by employing external stimuli. Hemp seeds were primed with 2.0 …
that can be overcome by employing external stimuli. Hemp seeds were primed with 2.0 …
A unified framework of response surface methodology and coalescing of Firefly with random forest algorithm for enhancing nano-phytoremediation efficiency of …
Nano-phytoremediation is a novel green technique to remove toxic pollutants from the
environment. In vitro regenerated Ceratophyllum demersum (L.) plants were exposed to …
environment. In vitro regenerated Ceratophyllum demersum (L.) plants were exposed to …
Response surface methodology and artificial intelligence modeling for in vitro regeneration of Brazilian micro sword (Lilaeopsis brasiliensis)
In this study, response surface methodology (RSM) was used to optimize in vitro
regeneration of the Brazilian micro sword (Lilaeopsis brasiliensis) aquatic plant, followed by …
regeneration of the Brazilian micro sword (Lilaeopsis brasiliensis) aquatic plant, followed by …
Synergizing LED Technology and Hydropriming for Intelligent Modeling and Mathematical Expressions to Optimize Chickpea Germination and Growth Indices
The influence of hydropriming and Light Emitting Diodes (LED) on germination and growth
indices, followed by optimizing and validation via artificial intelligence-based models was …
indices, followed by optimizing and validation via artificial intelligence-based models was …