Publication date: 2019

the technical aspects of solving the problem of malignant tumors diagnostic using machine learning are considered. An algorithm of Raman spectra classification using machine learning is offered. This allows the differentiation of malignant and benign tumor tissues using only Raman spectroscopy. Also the special architecture of cloud system is offered, which allows to collect sample data from different medical institutions and research centres, store them using distributed storage technology. Using of the offered system allows to machine learning researchers apply the results of their investigations to medical diagnostic.

Издатель: IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA

Тип: Article