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Alkmini D. Nega

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Review Open access Sep 2026

Beyond Spectral Attribution: A Validation Framework for Explainable AI in Biomedical Spectroscopy

Biomedical spectroscopy, including Raman, surface-enhanced Raman spectroscopy (SERS), infrared spectroscopy, and hyperspectral imaging, is increasingly combined with machine learning for disease classification, sample characterization, and biomarker-oriented analysis. However, high predictive performance does not estab...

Dimitris Kalatzis, Alkmini D. Nega · 0 citations

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