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Updated: Jul 23, 2025

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Single-molecule Manipulation of G-quadruplexes by Magnetic Tweezers
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关于核酸G-四重复性预测的概述:从基于规则的方法到深度神经网络
Karin Elimelech-Zohar1, Yaron Orenstein1,2
1Department of Computer Science, Bar-Ilan University, Ramat Gan, 5290002, Israel.
Briefings in bioinformatics
|July 12, 2023
概括
深度神经网络使用高通量数据准确地预测核酸G-四复合体 (G4s). 本综述探讨了G4预测方法,包括新的比较和DNA和RNAG4s之间的转移学习潜力.
科学领域:
- 基因组学和生物信息学
- 计算生物学 计算生物学
- 分子生物学分子生物学
背景情况:
- 核酸G四复合体 (G4s) 在细胞功能中至关重要.
- 高通量实验分析产生了广泛的G4数据集.
- 预测G4对于理解它们的角色至关重要.
结论:
- 证明了从DNA转移到RNA G4预测学习的潜力.
- 突出了深度学习在G4序列预测中的力量.
- 识别G4预测和计算建模中的开放问题.
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