2015 № 2 Mathematical model of the transfer of patient's states in the process of treatment on the basis of the neuronet approach
The model of patient's states is described, which permits to determine any his goal state namely the treatment outcome knowing only severity of a disease, and in this regard the proposed model is universal. During the imitation of the treatment processes the neuronet model has been made. The modeling result is the sequence of the transfers of patient's state during the disease treatment in accordance with the applied medical technology.
2020 № 1 Decision support services for the diagnosis and treatment of diseases and their practical application on the example of ckd 5d
The article clarifies the concept of DSS, shows the trend of development of new services in medicine. The article
describes the developed DSS‑service for issuing recommendations for the treatment and diagnostic process on the example of
complications in patients on permanent hemodialysis, in particular, correction of anemia. The information and logical architecture
of the service, the rating and trigger models used, the underlying knowledge base, and their relationship are described.
Based on the theory of decision-making, the principle of making recommendations is shown. Examples of integration of the
service with various information systems and other data sources are given. The analysis of the results of the implementation
of the DSS service for the correction of anemia in patients with CKD5D in the Nephrology and hemodialysis departments of
the medical clinical company Nefrosovet in integration with the information and analytical system for managing treatment and
diagnostic processes Maximus.