Current status and future prospects in cannabinoid production through in vitro culture and synthetic biology

M Hesami, M Pepe, A Baiton, AMP Jones - Biotechnology Advances, 2023 - Elsevier
For centuries, cannabis has been a rich source of fibrous, pharmaceutical, and recreational
ingredients. Phytocannabinoids are the most important and well-known class of cannabis …

[PDF][PDF] Cannabis sativa: applications of artificial intelligence and plant tissue culture for micropropagation

RB Malabadi, TL Nethravathi, KP Kolkar… - … Journal of Research …, 2023 - researchgate.net
This review paper highlights about the important applications of Artificial Intelligence (AI)
and in vitro micropropagation of Cannabis. Cannabis micropropagation has largely been an …

Challenges and potentials of new breeding techniques in Cannabis sativa

CR Ingvardsen, H Brinch-Pedersen - Frontiers in Plant Science, 2023 - frontiersin.org
Cannabis sativa L. is an ancient crop used for fiber and seed production and not least for its
content of cannabinoids used for medicine and as an intoxicant drug. Due to the psychedelic …

Prediction of sugar beet yield and quality parameters with varying nitrogen fertilization using ensemble decision trees and artificial neural networks

I Varga, D Radočaj, M Jurišić, AM Kulundžić… - … and electronics in …, 2023 - Elsevier
Nitrogen fertilization has a crucial role in sugar beet production, especially concerning root
yield and quality. This study employed a machine learning approach to predict root yield and …

[PDF][PDF] Applications of Artificial Intelligence (AI) in Cannabis Industries: In Vitro Plant Tissue Culture

RB Malabadi, T Nethravathi, KP Kolkar… - … Journal of Research …, 2023 - researchgate.net
This review paper highlights the application of artificial intelligence (AI) in Cannabis
industries. Growing Cannabis especially on a large scale can come with several complex …

[HTML][HTML] Enhanced and predictive modelling of direct shoot regeneration of Evolvulus alsinoides (L.) using ANN machine learning model and genetic stability studies

CO Awere, K Rakkammal, AB Çolak, M Bayrak… - Current Plant …, 2024 - Elsevier
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 …

[HTML][HTML] Machine Learning-Assisted In Vitro Rooting Optimization in Passiflora caerulea

M Jafari, MH Daneshvar, S Jafari, M Hesami - Forests, 2022 - mdpi.com
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 …

Artificial intelligence–based approaches to evaluate and optimize phytoremediation potential of in vitro regenerated aquatic macrophyte Ceratophyllum demersum L.

M Aasim, SA Ali, S Aydin, A Bakhsh… - … Science and Pollution …, 2023 - Springer
Water bodies or aquatic ecosystem are susceptible to heavy metal accumulation and can
adversely affect the environment and human health especially in underdeveloped nations …

Artificial neural network and decision tree facilitated prediction and validation of cytokinin-auxin induced in vitro organogenesis of sorghum (Sorghum bicolor L.)

M Aasim, SA Ali, MT Altaf, A Ali, MA Nadeem… - Plant Cell, Tissue and …, 2023 - Springer
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 …