APPLICATION AND ANALYSIS OF PRELIMINARY PROCESSING OF MEDICAL IMAGES FOR SOLUTION OF PRACTICAL PROBLEMS
DOI:
https://doi.org/10.48047/Keywords:
proximity function, distance function, normalization of initial data values, informative features, classification, estimation calculation algorithms, initial processing of medical data, flexible genetic algorithm based on random search, sliding window method.Abstract
The article describes the stages of the software package “Preliminary processing of medical images” (PPMI) based
on logical mathematical and algorithmic software, in particular, theoretically applied in solving practical problems
using mathematical models of primary processing of medical emblems. The results obtained by the software suite
were then analyzed.
The software package assesses the state of medical diagnosis in the following two cases related to the field of
cardiology (formation of an informational character space from a set of characteristics characterizing medical
diagnostic objects in the initial processing of medical emblems and classification of medical diagnostic objects from
the identified informational character space; constructing a decisive rule for determining which object belongs to a
given class) and preliminary processing of medical data (preliminary processing of medical data, reclassification of
selected elective objects and determination of the importance of classes, formation of reference tables, a set of
informational signs distinguishing class objects) selection, determining the effectiveness of the selected set of
informative features) and methods and algorithms for solving practical problems.
