Analytical chemistrySpectrum AnalysisRamanMachine LearningHumansMolecular Imaging
RamanMAE: Masked Autoencoders Enable Efficient Molecular Imaging by Learning Biologically Meaningful Spectral Representations.
Santosh Kumar Paidi, Parul Maheshwari
Published: 202510.1021/acs.analchem.5c05656
Abstract
Traditional histopathological analysis of cells and tissue relies on morphological features from stained biopsy samples, which fail to leverage the wealth of chemical information about the underlying pathological states. Raman spectroscopy, a form of…
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