Machine Learning-Assisted Approaches in Modernized Plant Breeding Programs

por Yoosefzadeh Najafabadi, Mohsen, Hesami, Mohsen, Eskandari, Milad
Publicado 2023

Unveiling the Mysteries of Non-Mendelian Heredity in Plant Breeding

por Yoosefzadeh Najafabadi, Mohsen, Hesami, Mohsen, Rajcan, Istvan
Publicado 2023

Application of machine learning and genetic optimization algorithms for modeling and optimizing soybean yield using its component traits

por Yoosefzadeh-Najafabadi, Mohsen, Tulpan, Dan, Eskandari, Milad
Publicado 2021

High-throughput plant breeding approaches: Moving along with plant-based food demands for pet food industries

por Yoosefzadeh-Najafabadi, Mohsen, Rajcan, Istvan, Vazin, Mahsa
Publicado 2022

Optimizing genomic selection in soybean: An important improvement in agricultural genomics

por Yoosefzadeh-Najafabadi, Mohsen, Rajcan, Istvan, Eskandari, Milad
Publicado 2022

Application of Adaptive Neuro-Fuzzy Inference System-Non-dominated Sorting Genetic Algorithm-II (ANFIS-NSGAII) for Modeling and Optimizing Somatic Embryogenesis of Chrysanthemum

por Hesami, Mohsen, Naderi, Roohangiz, Tohidfar, Masoud, Yoosefzadeh-Najafabadi, Mohsen
Publicado 2019

Development of support vector machine-based model and comparative analysis with artificial neural network for modeling the plant tissue culture procedures: effect of plant growth r...

por Hesami, Mohsen, Naderi, Roohangiz, Tohidfar, Masoud, Yoosefzadeh-Najafabadi, Mohsen
Publicado 2020

Effect of plant growth regulators on indirect shoot organogenesis of Ficus religiosa through seedling derived petiole segments

por Hesami, Mohsen, Daneshvar, Mohammad Hosein, Yoosefzadeh-Najafabadi, Mohsen, Alizadeh, Milad
Publicado 2018

Application of SVR-Mediated GWAS for Identification of Durable Genetic Regions Associated with Soybean Seed Quality Traits

por Yoosefzadeh-Najafabadi, Mohsen, Torabi, Sepideh, Tulpan, Dan, Rajcan, Istvan, Eskandari, Milad
Publicado 2023

Genome-Wide Association Studies of Soybean Yield-Related Hyperspectral Reflectance Bands Using Machine Learning-Mediated Data Integration Methods

por Yoosefzadeh-Najafabadi, Mohsen, Torabi, Sepideh, Tulpan, Dan, Rajcan, Istvan, Eskandari, Milad
Publicado 2021

Application of Machine Learning Algorithms in Plant Breeding: Predicting Yield From Hyperspectral Reflectance in Soybean

por Yoosefzadeh-Najafabadi, Mohsen, Earl, Hugh J., Tulpan, Dan, Sulik, John, Eskandari, Milad
Publicado 2021

Synergizing Off-Target Predictions for In Silico Insights of CENH3 Knockout in Cannabis through CRISPR/Cas

por Hesami, Mohsen, Yoosefzadeh Najafabadi, Mohsen, Adamek, Kristian, Torkamaneh, Davoud, Jones, Andrew Maxwell Phineas
Publicado 2021

Machine-Learning-Based Genome-Wide Association Studies for Uncovering QTL Underlying Soybean Yield and Its Components

por Yoosefzadeh-Najafabadi, Mohsen, Eskandari, Milad, Torabi, Sepideh, Torkamaneh, Davoud, Tulpan, Dan, Rajcan, Istvan
Publicado 2022

Transcriptomic Profiling of Embryogenic and Non-Embryogenic Callus Provides New Insight into the Nature of Recalcitrance in Cannabis

por Hesami, Mohsen, Pepe, Marco, de Ronne, Maxime, Yoosefzadeh-Najafabadi, Mohsen, Adamek, Kristian, Torkamaneh, Davoud, Jones, Andrew Maxwell Phineas
Publicado 2023

Genome-wide analysis of cold imbibition stress in soybean, Glycine max

por Haidar, Siwar, Lackey, Simon, Charette, Martin, Yoosefzadeh-Najafabadi, Mohsen, Gahagan, A. Claire, Hotte, Thomas, Belzile, Francois, Rajcan, Istvan, Golshani, Ashkan, Morrison, Malcolm J., Cober, Elroy R., Samanfar, Bahram
Publicado 2023