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2025
Optimizing Micropropagation of Tanacetum balsamita L.: A Machine Learning Approach to Compare Semisolid Media and Temporary Immersion System
Horticulturae
Carla Benelli, Cecilia Faraloni, Tolga İzgü, Özhan Şimşek, Waed Tarraf
2025
Pioneering in vitro micropropagation of sumac (Rhus coriaria L.) using promising SPM medium in bioreactor system
In Vitro Cellular & Developmental Biology - Plant
Esra Bulunuz Palaz, Sümeyye Adali, Abdurrahim Yilmaz
2024
Application of machine learning in in vitro propagation of endemic Lilium akkusianum R. Gämperle
PLOS ONE
Mehmet Tütüncü
2024
Optimizing Micropropagation and Rooting Protocols for Diverse Lavender Genotypes: A Synergistic Approach Integrating Machine Learning Techniques
Horticulturae
Özhan Şimşek, Akife Dalda Şekerci, Musab A. Isak, Fatma Bulut, Tolga İzgü, Mehmet Tütüncü, Dicle Dönmez
2024
GreenTray®, a TIS Bioreactor for Plant Micropropagation and Abiotic or Biotic Stress Bioassays
Applied Sciences
Ramon Dolcet-Sanjuan, Maria Casanovas, Sandra Franquesa, Eva Alsina, Francisca Carrasco-Cuello, Estanis Torres, Josep Rufat, Cristina Solsona, Neus Teixido
2024
Genotype-specific responses to in vitro drought stress in myrtle (Myrtus communis L.): integrating machine learning techniques
PeerJ
Ümit Bektaş, Musab A. Isak, Taner Bozkurt, Dicle Dönmez, Tolga İzgü, Mehmet Tütüncü, Özhan Simsek
2024
Assessing Cadmium Stress Resilience in Myrtle Genotypes Using Machine Learning Predictive Models: A Comparative In Vitro Analysis
Horticulturae
Mehmet Tütüncü, Musab A. Isak, Tolga İzgü, Dicle Dönmez, Yıldız Aka Kaçar, Özhan Şimşek
2023
Modern Approaches to In Vitro Clonal Banana Production: Next-Generation Tissue Culture Systems
Horticulturae
Mansur Hakan Erol, Dicle Dönmez, Belgin Biçen, Özhan Şimşek, Yıldız Aka Kaçar