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Khalamala Ibrahim Salih Barzani

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#explainable ai Review Sep 2026

AI-assisted sustainable pharmaceutical bioanalysis: critical review of LC-MS, matrix effects, and white analytical chemistry.

This critical review comprehensively evaluates the current state of pharmaceutical bioanalysis by examining emerging LC-MS technologies, sustainable analytical strategies, and the growing role of artificial intelligence (AI) and machine learning (ML) in analytical optimization, spectral interpretation, biomarker discov...

H. Barzani, R. Omer, Khalamala Ibrahim Salih Barzani et al. · 0 citations

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