Author

Mamoun A. Awad

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Open access Aug 2026

MultiCausGRN: directed prior-guided graph attention model for multi-omics gene regulatory network inference

Direct prior-guided graph learning can improve the robustness and biological interpretability of GRN inference in data-limited settings and demonstrate that directed prior-guided graph learning can improve the robustness and biological interpretability of GRN inference in data-limited settings.

N. Alkhateeb, Mamoun A. Awad · Frontiers in Bioinformatics · 1 citation