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M. Shehata

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Review Open access 2026

Comparative Evaluation of AI-Based and Non-AI Genomic Biomarkers for Predicting Lung Cancer Treatment Response: A Systematic Review

Conventional genomic biomarkers remain central to current lung cancer treatment decisions because of their established clinical validity, and AI-based genomic models show promise for improving prediction and patient stratification, but their clinical utility remains uncertain without stronger prospective validation.

F. Siddique, M. Shehata, M. Ghazal et al. · 0 citations

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