Systematization and feature selection for formalization of descriptions of the methodological structure of cytological and histological preparations and analytical review

The main aim of this work is development of a method of automated selection of informative features to solve the tasks of medical diagnostics by cytological and histological images. The main result is the structure of the proposed method. Analytical review of features applied for description of cytological and histological images is carried out in this work, brief characteristics of methods applied for synthesis of feature descriptions is provided, and the possibility to use data of the method for automation of diagnostic feature selection is discussed.