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Updated: Jun 29, 2025

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DeepPLM_mCNN: 基于预先训练的语言模型特征的多窗 CNN 增强离子通道和离子载体识别的方法

Van-The Le1, Muhammad-Shahid Malik2, Yi-Hsuan Tseng1

  • 1Department of Computer Science and Engineering, Yuan Ze University, Chung-Li, 32003, Taiwan.

Computational biology and chemistry
|March 31, 2024
PubMed
概括

DeepPLM_mCNN使用预训练语言模型 (PLM) 和多窗口卷积神经网络 (mCNN) 准确地分类膜蛋白,包括离子通道和输送器. 这种计算方法增强了蛋白质研究和药物开发.

关键词:
卷积神经网络是一种卷积神经网络.深度学习是一种深度学习.膜蛋白是一种膜蛋白.多个窗口扫描扫描.预先训练的语言模型.

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