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Updated: May 15, 2025

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一个基于半监督加权SPCA和卷积KAN模型,用于药物反应预测.

Rui Miao1, Bing-Jie Zhong1, Xin-Yue Mei2

  • 1Basic Teaching Department, Zhuhai Campus of Zunyi Medical University, Zhu Hai, China.

Frontiers in genetics
|April 7, 2025
PubMed
概括

这项研究引入了用于精确瘤学的新型多组药物预测 (NMDP) 模型. 通过使用多omics数据,NMDP准确地预测细胞系药物反应,优于现有方法并识别潜在的药物标.

关键词:
科尔摩戈罗夫阿诺尔德的网络.数据融合数据融合药物反应预测 药物反应预测功能提取 特性提取稀有的PCA很少存在.

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