Author

Malik Yousef

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Open access Sep 2026

Knowledge-Driven Feature Selection with the Grouping–Scoring–Modeling Framework for Biomarker Discovery in High-Dimensional Transcriptomic Data

The Grouping–Scoring–Modeling (G-S-M) framework is proposed, a knowledge-driven pipeline that anchors feature selection in established disease–gene associations that provides a reproducible computational framework for candidate biomarker discovery.

Malik Yousef, Jens Allmer, Yasin Inal et al. · Applied Sciences · 0 citations