SYSTEM AND METHOD FOR NON-INVASIVE QUANTIFICATION OF BLOOD BIOMARKERS

Abstract

A system, method and corresponding software product are presented, the method comprising: providing a training data set comprising one or more spectrogram data pieces obtained from a plurality of individuals and respective data on a selected set of blood biomarkers of said individuals; selecting one or more groups of biomarkers selected from said selected set of biomarkers, wherein each group includes two or more (three or more) biomarkers; training one or more prediction models based on said training data, said one or more prediction model comprising one or more prediction routes for prediction of said one or more groups of biomarkers respectively. Accordingly, the prediction model comprises a selected number of prediction routes, each trained for predicting biomarkers concentrations of a respective groups of biomarkers. The biomarkers may be selected into groups in accordance with biological or biochemical correlations between them, or in accordance with concentration levels of the biomarkers.

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