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Updated: Jun 5, 2025

Probing High-density Functional Protein Microarrays to Detect Protein-protein Interactions
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Probing High-density Functional Protein Microarrays to Detect Protein-protein Interactions

Published on: August 2, 2015

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使用深度学习检测蛋白质与蛋白质相互作用:一项调查,比较分析和实验评估

Kamal Taha1

  • 1Department of Computer Science, Khalifa University, Abu Dhabi, United Arab Emirates.

Computers in biology and medicine
|December 7, 2024
PubMed
概括

这项调查分析了深度学习 (DL) 用于蛋白质-蛋白质相互作用 (PPI) 检测. 深度神经网络 (DNN) 显示出高精度但缺乏可解释性,而其他DL模型为PPI识别提供了特定的优势.

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Conserved Binding Sites

Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
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