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Updated: Jul 2, 2025

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EvoAug-TF:将基因组深度学习的进化启发数据增强扩展到TensorFlow

Yiyang Yu1, Shivani Muthukumar2, Peter K Koo1

  • 1Simons Center for Quantitative Biology, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724, United States.

Bioinformatics (Oxford, England)
|February 17, 2024
PubMed
概括

EvoAug-TF通过将进化启发的数据增强扩展到TensorFlow模型来增强基因组学的深度神经网络 (DNN) 训练. 这使得非编码基因组功能预测能够得到更好的概括性和解释性,即使实验数据有限.

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