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Raman spectroscopy is a non-destructive and label-free technology that can provide molecular bond information of biological samples, making it a promising tool for precision medicine. However, it is susceptible to interference from various sources, which limits its application. Efficient spectral preprocessing methods are needed to remove noise and correct baselines for high-quality Raman spectroscopy.