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Author

Daniel Liu

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Sep 2026

In silico identification of robust stage-specific gene signatures in neuroblastoma: Integrating microarray meta-analysis with machine learning and cross-platform validation.

Neuroblastoma (NB) exhibits profound clinical and molecular heterogeneity, highlighting the need for reproducible biomarkers for disease stratification. This study aimed to identify robust stage-associated gene signatures through integrative machine learning (ML) and cross-platform validation. Four independent NB micro...

Daniel Liu, Jimmy Kuo, Yao Wu et al. · 0 citations

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