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MD&IT №3 2023

Original Research

Development and validation of a tool for statistical comparison of roc-curves using the example of algorithms based on artificial intelligence technologies

Background: Due to the National Strategy for the Development of Artificial Intelligence, large-scale digitalization of healthcare is taking place in the Russian Federation, which leads to huge number of various practical and scientific tasks emergence of, which in turn require convenient tools to solve them. ROC analysis tool is one of them, which was developed and successfully applied within the framework of the project «Experiment on the use of innovative technologies in the field of computer ...

MD&IT №4 2022

Original Research

Assessment of the maturity of artificial intelligence technologies for healthcare: methodology and its application based on the use of innovative computer vision technologies for medical image analysis and subsequent applicability in the healthcare system

Aim: to develop and test a methodology for assessing the maturity of healthcare software based on artificial intelligence (AI).
Materials and methods. The methodology for developing a maturity matrix for AI-based healthcare software is based on published data and on an analysis of our own practical experience obtained during the «Experiment on the use of innovative technologies in the field of computer vision for the analysis of medical images and further application in the Moscow healthcare system...