Clonal Propagation of Walnuts (Juglans spp.): A Review on Evolution from Traditional Techniques to Application of Biotechnology
Walnuts (Juglans sp.) are allogamous species. Seed-derived plants are not always superior
to the selected parent. Clonal propagation of selected stock plants is an essential …
to the selected parent. Clonal propagation of selected stock plants is an essential …
Artificial intelligence-driven systems engineering for next-generation plant-derived biopharmaceuticals
S Parthiban, T Vijeesh, T Gayathri… - Frontiers in Plant …, 2023 - frontiersin.org
Recombinant biopharmaceuticals including antigens, antibodies, hormones, cytokines,
single-chain variable fragments, and peptides have been used as vaccines, diagnostics and …
single-chain variable fragments, and peptides have been used as vaccines, diagnostics and …
Machine Learning-Assisted In Vitro Rooting Optimization in Passiflora caerulea
In vitro rooting as one of the most critical steps of micropropagation is affected by various
extrinsic (eg, medium composition, auxins) and intrinsic factors (eg, species, explant). In …
extrinsic (eg, medium composition, auxins) and intrinsic factors (eg, species, explant). In …
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 …
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 …
Predicting and optimizing reactive oxygen species metabolism in Punica granatum L. through machine learning: role of exogenous GABA on antioxidant enzyme …
S Zarbakhsh, AR Shahsavar, A Afaghi… - BMC Plant …, 2024 - Springer
Background Drought and salinity stress have been proposed as the main environmental
factors threatening food security, as they adversely affect crops' agricultural productivity. As a …
factors threatening food security, as they adversely affect crops' agricultural productivity. As a …
[HTML][HTML] Enhanced and predictive modelling of direct shoot regeneration of Evolvulus alsinoides (L.) using ANN machine learning model and genetic stability studies
Several factors interact to regulate direct in vitro shoot regeneration. Optimization of de novo
direct regeneration is a primary prerequisite for the success of genetic transformation …
direct regeneration is a primary prerequisite for the success of genetic transformation …
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 …