MtCro: multi-task deep learning framework improves multi-trait genomic prediction of crops

MtCro: multi-task deep learning framework improves multi-trait genomic prediction of crops

Abstract Genomic Selection (GS) predicts traits using genome-wide markers, speeding up genetic progress and enhancing breeding efficiency. Recent emphasis has been placed on deep learning models to enhance prediction accuracy. However, current deep learning models focus on learning specific phenotyp...

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Bibliographic Details
Main Authors: Dian Chao, Hao Wang, Fengqiang Wan, Shen Yan, Wei Fang, Yang Yang
Format: Article
Language:English
Published: BMC 2025-02-01
Series:Plant Methods
Subjects:
Deep learning
Genomic prediction
Multi-task learning
Crop breeding
Online Access:https://doi.org/10.1186/s13007-024-01321-0
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https://doi.org/10.1186/s13007-024-01321-0

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