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 …
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 …
Comparative analysis of different artificial neural networks for predicting and optimizing in vitro seed germination and sterilization of petunia
The process of optimizing in vitro seed sterilization and germination is a complicated task
since this process is influenced by interactions of many factors (eg, genotype, disinfectants …
since this process is influenced by interactions of many factors (eg, genotype, disinfectants …
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 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 …
Phytoremediation of tetracycline via the coontail Ceratophyllum demersum in antibiotics-contaminated water
This study investigated the phytoremediation of tetracycline (TC) for 21 days using the
coontail Ceratophyllum demersum. Experiments were conducted at varying TC …
coontail Ceratophyllum demersum. Experiments were conducted at varying TC …
Phytobial remediation advances and application of omics and artificial intelligence: a review
I Mohan, B Joshi, D Pathania, S Dhar… - Environmental Science and …, 2024 - Springer
Industrialization and urbanization increased the use of chemicals in agriculture, vehicular
emissions, etc., and spoiled all environmental sectors. It causes various problems among …
emissions, etc., and spoiled all environmental sectors. It causes various problems among …
Optimizing micropropagation and rooting protocols for diverse lavender genotypes: A synergistic approach integrating machine learning techniques
This study comprehensively explored the micropropagation and rooting capabilities of four
distinct lavender genotypes, utilizing culture media with and without 2 g/L of activated …
distinct lavender genotypes, utilizing culture media with and without 2 g/L of activated …
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 …
Effectiveness of light-emitting diodes for arsenic and mercury accumulation by Ceratophyllum demersum L.: An innovative advancement in phytoremediation …
K Ugur, M Dogan - Chemosphere, 2024 - Elsevier
Abstract Light Emitting Diodes (LEDs) have emerged as a tool with great potential in the field
of phytoremediation, offering a novel approach to enhance the efficiency of plant-based …
of phytoremediation, offering a novel approach to enhance the efficiency of plant-based …