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Updated: Jun 11, 2025

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基于集体和多任务注意力模型预测药物组合协同效应的多视图特征表示

Samar Monem1, Aboul Ella Hassanien2, Alaa H Abdel-Hamid3

  • 1Mathematics and Computer Science Department, Faculty of Science, Beni-Suef University, Beni-Suef, 62521, Egypt. samarmahmoud@science.bsu.edu.eg.

Journal of cheminformatics
|September 28, 2024
PubMed
概括

一种新的多视图整体预测模型通过整合多种分子和细胞特征,准确地识别癌症细胞系的协同药物组合. 这种方法通过预测协同成绩和类标签来增强药物发现,改善治疗策略.

关键词:
注意力 注意力 注意力 注意力癌症细胞系癌症细胞系化学药物特性 化学药物特性副本编号 副本编号 副本编号药物组合 药物组合是一种药物组合.目标药物是药物目标.他们的指纹是指纹.基因表达 基因表达 基因表达多任务处理能力.多视图功能提供了多视图功能.多视图图表 多视图图表突变突变是一种突变.蛋白质组学是指蛋白质组学.协同效应是一种协同效应.

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