Stratification of tumour cell radiation response and metabolic signatures visualization with Raman spectroscopy and explainable convolutional neural network

Abstract

A CNN was developed for classifying Raman spectra of radiosensitive and radioresistant tumour cells. Furthermore, a CNN explainability method was proposed to identify biomolecular Raman signatures associated with the observed radiation responses.