A Novel Approach Utilizing Domain Adversarial Neural Networks for the Detection and Classification of Selective Sweeps

A Novel Approach Utilizing Domain Adversarial Neural Networks for the Detection and Classification of Selective Sweeps

Abstract The identification and classification of selective sweeps are of great significance for improving the understanding of biological evolution and exploring opportunities for precision medicine and genetic improvement. Here, a domain adaptation sweep detection and classification (DASDC) method...

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書目詳細資料
Main Authors: Hui Song, Jinyu Chu, Wangjiao Li, Xinyun Li, Lingzhao Fang, Jianlin Han, Shuhong Zhao, Yunlong Ma
格式: Article
語言:English
出版: Wiley 2024-04-01
叢編:Advanced Science
主題:
domain adaptation
deep learning
genomics
robustness
selective sweep
在線閱讀:https://doi.org/10.1002/advs.202304842

因特網

https://doi.org/10.1002/advs.202304842

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