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Qing-Song Zhou

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#explainable ai Open access Sep 2026

Explainable AI-Assisted Label-Free Raman Biosensing Reveals Therapy-Associated Spectral Signatures in Melanoma Tumors

Raman spectroscopy integrated with explainable machine learning provides a sensitive, label-free method for distinguishing treatment-associated spectral differences among melanoma tissues, and may serve as a complementary spectroscopic tool alongside conventional histological and molecular analyses for investigating tr...

Muhammad Nouman Khan, Qing-Song Zhou, Jia-Qing Guo et al. · 0 citations

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