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Mohsen Yoosefzadeh Najafabadi
Mohsen Yoosefzadeh Najafabadi
Post-Doctoral Research Associate
在 uoguelph.ca 的电子邮件经过验证 - 首页
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引用次数
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Application of machine learning algorithms in plant breeding: predicting yield from hyperspectral reflectance in soybean
M Yoosefzadeh-Najafabadi, HJ Earl, D Tulpan, J Sulik, M Eskandari
Frontiers in plant science 11, 624273, 2021
1602021
Development of support vector machine-based model and comparative analysis with artificial neural network for modeling the plant tissue culture procedures: effect of plant …
M Hesami, R Naderi, M Tohidfar, M Yoosefzadeh-Najafabadi
Plant methods 16, 1-15, 2020
742020
Application of adaptive neuro-fuzzy inference system-non-dominated sorting genetic Algorithm-II (ANFIS-NSGAII) for modeling and optimizing somatic embryogenesis of Chrysanthemum
M Hesami, R Naderi, M Tohidfar, M Yoosefzadeh-Najafabadi
Frontiers in plant science 10, 869, 2019
722019
Using hybrid artificial intelligence and evolutionary optimization algorithms for estimating soybean yield and fresh biomass using hyperspectral vegetation indices
M Yoosefzadeh-Najafabadi, D Tulpan, M Eskandari
Remote Sensing 13 (13), 2555, 2021
582021
Effect of plant growth regulators on indirect shoot organogenesis of Ficus religiosa through seedling derived petiole segments
M Hesami, MH Daneshvar, M Yoosefzadeh-Najafabadi, M Alizadeh
Journal of Genetic Engineering and Biotechnology 16 (1), 175-180, 2018
582018
Application of machine learning and genetic optimization algorithms for modeling and optimizing soybean yield using its component traits
M Yoosefzadeh-Najafabadi, D Tulpan, M Eskandari
Plos one 16 (4), e0250665, 2021
492021
An efficient in vitro shoot regeneration through direct organogenesis from seedling-derived petiole and leaf segments and acclimatization of Ficus religiosa
M Hesami, MH Daneshvar, M Yoosefzadeh-Najafabadi
Journal of Forestry Research 30, 807-815, 2019
442019
Establishment of a protocol for in vitro seed germination and callus formation of Ficus religiosa L., an important medicinal plant
M Hesami, MH Daneshvar, M Yoosefzadeh-Najafabadi
Jundishapur Journal of Natural Pharmaceutical Products 13 (4), 2018
392018
Optimizing sterilization conditions and growth regulator effects on in vitro shoot regeneration through direct organogenesis in Chenopodium quinoa
M Hesami, R Naderi, M Yoosefzadeh-Najafabadi
BioTechnologia. Journal of Biotechnology Computational Biology and …, 2018
372018
Data-driven modeling in plant tissue culture
M Hesami, R Naderi, M Yoosefzadeh-Najafabadi, M Rahmati
J. Appl. Environ. Biol. Sci 7 (8), 37-44, 2017
362017
Genome-wide association studies of soybean yield-related hyperspectral reflectance bands using machine learning-mediated data integration methods
M Yoosefzadeh-Najafabadi, S Torabi, D Tulpan, I Rajcan, M Eskandari
Frontiers in plant science 12, 777028, 2021
342021
Machine learning-assisted approaches in modernized plant breeding programs
M Yoosefzadeh Najafabadi, M Hesami, M Eskandari
Genes 14 (4), 777, 2023
332023
Machine-learning-based genome-wide association studies for uncovering QTL underlying soybean yield and its components
M Yoosefzadeh-Najafabadi, M Eskandari, S Torabi, D Torkamaneh, ...
International Journal of Molecular Sciences 23 (10), 5538, 2022
322022
Synergizing off-target predictions for in silico insights of CENH3 knockout in cannabis through CRISPR/CAS
M Hesami, M Yoosefzadeh Najafabadi, K Adamek, D Torkamaneh, ...
Molecules 26 (7), 2053, 2021
322021
Using Advanced Proximal Sensing and Genotyping Tools Combined with Bigdata Analysis Methods to Improve Soybean Yield
M Yoosefzadeh-Najafabadi
University of Guelph, 2021
28*2021
Growth, yield and enzyme activity response of watermelon accessions exposed to irrigation water déficit
M Yoosefzadeh Najafabadi, F Soltani, H Noory, JC Díaz-Pérez
International Journal of Vegetable Science 24 (4), 323-337, 2018
212018
Optimizing genomic selection in soybean: An important improvement in agricultural genomics
M Yoosefzadeh-Najafabadi, I Rajcan, M Eskandari
Heliyon 8 (11), 2022
202022
Genome-Wide Association Study Statistical Models: A Review
M Yoosefzadeh Najafabadi, M Eskandari, F Belzile, D Torkamaneh
Genome-Wide Association Studies 2481, 43–62, 2022
182022
Using advanced proximal sensing and genotyping tools combined with bigdata analysis methods to improve soybean yield
M Yoosefzadeh Najafabadi
University of Guelph, 2021
162021
In vitro culture as a powerful method for conserving Iranian ornamental geophytes
M Hesami, R Naderi, M Yoosefzadeh-Najafabadi, M Maleki
BioTechnologia. Journal of Biotechnology Computational Biology and …, 2018
142018
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