Genome-wide association study on color-image-based convolutional neural networks

Background Convolutional neural networks have excellent modeling abilities to complex large-scale datasets and have been applied to genomics. It requires converting genotype data to image format when employing convolutional neural networks to genome-wide association studies. Existing studies convert...

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Bibliographic Details
Main Authors: Han-Ming Liu, Zhao-Fa Liu, Zi Li, Cong Yu, Peng-Cheng Hu, Qi-Feng Liu, Tai-Gui Shi
Format: Article
Language:English
Published: PeerJ Inc. 2025-01-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/18822.pdf
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