Sistemy i Sredstva Inform., 2022 Volume 32, Issue 3,Pages 26–35(Mi ssi839)
Modeling of the development of a complete early differential diagnosis and prognosis of the state of complex objects in medicine. Problems and prospects
Abstract:
The problems of personalized assessment of the state (PSA) of a complex object (CO) as a heterogeneous system are considered. It is proposed to develop and investigate a new approach to improve the efficiency and quality of solving the problems of medical diagnostics and prediction in conditions of significant diversity, heterogeneity, and uncertainty of information about a complex diagnostic object as well as the heterogeneity of the process of personalized assessment of their state. It is proposed to create and investigate methods and models of a new class of hybrid intelligent systems (HyIS) for medical diagnostics and prediction integrating heterogeneous models for the development and interpretation of PSA of a CO at different stages of the examination process as well as combining two types of HyIS (functional and transformational).
Keywords:hybrid intelligent system, intelligent decision support system, complex object of diagnostics, medical diagnostics and prognosis.