Radiomic image analysis in cardiology: possibilities and prospects of application: a review

Abstract

The majority of modern biomedical research is aimed at personifying the diagnosis and treatment of various diseases. An individual approach can be implemented using radiomics — the latest radiation diagnostics associated with the extraction of a large number (from hundreds to several thousand) of additional quantitative indicators from medical images using specialized software. The method is actively used in oncology to identify radiochemoresistant tumor zones, as well as non-invasive determination of the phenotype and genotype of the neoplasm. At the same time, the prospects for the application and clinical significance of this approach in cardiology have not yet been determined and have been the subject of active research in recent years. In this regard, the purpose of this review was to collect information from available databases and assess the degree of knowledge of the problem of radiomic analysis of heart images using various radiation modalities, as well as to determine the prospects for using this approach in clinical practice.