Burdenjuk I. Information Technology for Decision-Making Support when Analyzing Biomedical Data

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0410U003854

Applicant for

Specialization

  • 05.13.06 - Інформаційні технології

11-06-2010

Specialized Academic Board

Д 05.052.01

Vinnytsia national technical university

Essay

A research object is a process of determination of signs of biomedical images. The article of research are geometrical sizes and informative signs of biomedical objects. The purpose of this work is an increase of authenticity of analysis of biomedical data by application of modern methods of processing of biomedical images and realization of information technology for support of making decision. Research methods are numeral methods, theory of algorithms, methods of preparing of images, for realization of process of processing of biomedical images, theory of artificial neuron networks, unclear plurals and cross-correlation analysis. A scientific novelty is consist than suggested mathematical models with the use of fuzzy set methods for evaluation of biomedical image data, The method of generalized profiled preparation which unlike the existing method is capable to adjust the boundary of preparation under characteristics of input image data intensity space distribution is improved. The architecture of information technology for decision-making support which as against to similar one makes it possible to increase the bioimages data processing authenticity. The practical value of the got results consists in them that advanced information technology for decision-making when analyzing rheological properties of blood in scientific and practical research in hematology. A degree of introduction is results dissertation work inculcated in Corporation "Laser and Health" (Kharkiv). Thesis performances are inculcated in an educational process on a department by Vinnytsia National Technical University. A sphere (industry) of the use is medical and policlinic establishments.

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