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Updated: Sep 11, 2025

Author Spotlight: Advancing Alzheimer's Research – Exploring Early Detection and Multi-Omics Approaches
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MOKAN:一个使用科尔莫戈罗夫-阿诺德网络的多omics数据分析框架

Jingguang He, Shunxin Xiao, Sujia Huang

    IEEE journal of biomedical and health informatics
    |August 11, 2025
    PubMed
    概括

    我们开发了MOKAN,这是一个使用Kolmogorov-Arnold网络 (KAN) 集成多omics数据进行癌症分析的新框架. MOKAN有效地捕捉了数据异质性,在癌症分类任务中表现优于现有方法.

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