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Updated: Jan 11, 2026

Identification of RNAs Engaged in Direct RNA-RNA Interaction with a Long Non-Coding RNA
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Identification of RNAs Engaged in Direct RNA-RNA Interaction with a Long Non-Coding RNA

Published on: July 9, 2021

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一个深度学习模型来预测ncRNA-蛋白相互作用,仅基于序列信息

Maha Fm Sewailem1, Muhammad Arif1, Tanvir Alam1

  • 1College of Science and Engineering, Hamad Bin Khalifa University, Doha, Qatar.

Bioinformatics and biology insights
|November 13, 2025
PubMed
概括

一个新的深度学习模型,RPI-SDA-XGBoost,准确地预测了非编码RNA与蛋白质的相互作用. 这一进步有助于理解基因调节和癌症等疾病,为未来的计算生物学研究铺平了道路.

关键词:
非编码RNAs (ncRNAs) 是一种非编码RNA.联合三位一体特征 (CTF)极端梯度提升 (XGBoost) 的方法堆叠的自动编码器 (SAE)堆叠的消音自动编码器 (SDA)

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