生物学と医学

概要

Scientific Data Analysis Using Neural Networks as Exemplified in Defining the Factors Impacting the C-reactive Protein Level

Alexander A. Zakharov, Evgeni A. Olennikov, Tatyana I. Payusova, Tatyana I. Petelina, Natalia A. Musikhina and Ludmila I. Gapon

The article describes the approaches, involving the usage of medical information systems as a tool for clinical and biological studies. The example describes the technology and technique to automate the medical and clinical studies, conducted to define the factors, impacting the level of inflammatory response marker—C-reactive protein level for the patients with ischemic heart disease. The toolset includes the artificial neural network to analyze the overall situation based on the analysis of various parameters and their interdependencies. Technology and technique are implemented as software module of medical information system of the branch of Institute of Cardiology “Tyumen Cardiology Center”.