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 …

Usage of Machine Learning Algorithms for Establishing an Effective Protocol for the In Vitro Micropropagation Ability of Black Chokeberry (Aronia melanocarpa (Michx …

F Demirel, R Uğur, GC Popescu, S Demirel, M Popescu - Horticulturae, 2023 - mdpi.com
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 …

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 …

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 …

Optimizing PGRs for in vitro shoot proliferation of pomegranate with bayesian-tuned ensemble stacking regression and NSGA-II: a comparative evaluation of machine …

S Zarbakhsh, AR Shahsavar, M Soltani - Plant Methods, 2024 - Springer
Background The process of optimizing in vitro shoot proliferation is a complicated task, as it
is influenced by interactions of many factors as well as genotype. This study investigated the …

The Chemical Composition of Salvia macrosiphon Seed: The Chemical Composition of Salvia macrosiphon Seed

ZM Banan, A Yaghobfar, F Mojab - Iranian Journal of …, 2023 - vclass.sbmu.ac.ir
The Lamiaceae family of plants includes Salvia macrosiphon, one of the therapeutic plants.
In Iran, S. macrosiphon seeds are used as a remedy to prevent or treat numerous diseases …