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RNA3DB:一个结构不相似的数据集,用于训练和对比深度学习模型,用于RNA结构预测.

Marcell Szikszai1, Marcin Magnus1, Siddhant Sanghi2,3

  • 1Department of Molecular and Cellular Biology, Harvard University, Cambridge, 02138, MA, USA.

bioRxiv : the preprint server for biology
|February 14, 2024
PubMed
概括

由于有限的数据和重叠的集合,RNA结构预测面临着挑战. RNA3DB提供了一个非冗余的数据集和强大的分割方法,用于可靠的深度学习模型基准测试.

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The basic structure of RNA consists of a five-carbon sugar and one of four nitrogenous bases. Although most RNA is single-stranded, it can form complex secondary and tertiary structures. Such structures play essential roles in the regulation of transcription and translation.
Different Types of RNA Have the Same Basic Structure
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