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Updated: Sep 10, 2025

Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
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Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions

Published on: January 26, 2024

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BiVAE-CPI:化合物-タンパク質の相互作用を予測するための双方向変数自動エンコーダーを使用する解釈可能な生成モデル

Yongxin Zhu1, Jianxin Wang1, Shiyue He1

  • 1School of Data Science, Qingdao University of Science and Technology, Qingdao 266061, China.

Journal of chemical information and modeling
|August 21, 2025
PubMed
まとめ

BiVAE-CPIは新しいディープラーニングモデルで,CPIペア間の相関関係と共有された潜在表現の学習を考慮することによって,化合物-タンパク質相互作用 (CPI) の予測を改善します. このアプローチにより 薬剤発見の効率が向上します

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