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一种基于压缩的深度自编码器基因组预测方法,用于全基因组测序数据

Hailiang Song1,2, Tian Dong1,2, Wei Wang1,2

  • 1Fisheries Science Institute, Beijing Academy of Agriculture and Forestry Sciences & Beijing Key Laboratory of Fisheries Biotechnology, Beijing 100068, China.

Biology
|November 27, 2025
PubMed
概括

使用全基因组测序 (WGS) 数据的基因组预测得到了 DAGP 的改进,DAGP 是一种新的深度自编码器压缩方法. DAGP显著降低了维度,提高了计算效率,并保持了基因组选择的预测准确性.

关键词:
数据压缩数据压缩.深度自动编码器基因组预测 基因组预测进行全基因组测序.

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