Innovation in the Breeding of Common Bean Through a Combined Approach of in vitro Regeneration and Machine Learning Algorithms

Innovation in the Breeding of Common Bean Through a Combined Approach of in vitro Regeneration and Machine Learning Algorithms

Common bean is considered a recalcitrant crop for in vitro regeneration and needs a repeatable and efficient in vitro regeneration protocol for its improvement through biotechnological approaches. In this study, the establishment of efficient and reproducible in vitro regeneration followed by predic...

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Bibliographic Details
Main Authors: Muhammad Aasim, Ramazan Katirci, Faheem Shehzad Baloch, Zemran Mustafa, Allah Bakhsh, Muhammad Azhar Nadeem, Seyid Amjad Ali, Rüştü Hatipoğlu, Vahdettin Çiftçi, Ephrem Habyarimana, Tolga Karaköy, Yong Suk Chung
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-08-01
Series:Frontiers in Genetics
Subjects:
machine learning algorithms
artificial neural network
in vitro regeneration
plumular apices
coefficient of determination
mean squared error
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2022.897696/full

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https://www.frontiersin.org/articles/10.3389/fgene.2022.897696/full

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