Articles

Prolonged monitoring of the patients health is the important issue in the treatment of patients after allogeneic hematopoietic stem cell transplantation (allo-HSCT) and is extremely important for the transplant team. The basis of this awareness is the aggregation, systematization and analysis of data about what happens to the patient outside the hospital, namely those parameters that are clinically important for physicians. The basis of the future system of patients’ monitoring is a self...

The article is a review of Russian and foreign scientific publications related to the use of methods of analysis and forecasting of time series in medicine. 112 major publications over the past 5 years, located on the Internet resources e-library and PubMed, are considered. Examples of the application of such methods as exponential smoothing, regression analysis, the ARIMA method and their variants for time series analysis are shown. Various approaches to mathematical modeling of the time series...

Decision support systems (DSS) in medicine can be classified into reference and intellectual, and the latter, in turn, into modeling and imitating human reasoning. Modeling systems are based on formalized expert knowledge, and imitating ones are based on models built by various multidimensional data analysis methods. DSS should be considered as medical technologies, therefore, after their development, assessing of analytical (technical) and clinical validity should follow, regard...

The article discusses the possibilities of forming a rehabilitation diagnosis using the categories of the directory codes of the International Classification of Functioning, Disability and Health (ICF) using the ICF WIZARD information system. The possibilities of using the ICF WIZARD information system and its scope are also considered.

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 th...

The adoption of a number of special regulatory documents has significantly expanded the possibilities of using telemedicine technologies in the Russian Federation. A significant number of services have appeared on the market, offering direct-to-consumer and patient initiated telemedicine consultations. The explosive growth in the number of such services requires a careful study of the telemedicine interaction quality. The research objective is to assess the quality of remote interaction of parti...

Based on the analysis of foreign publications, a comparative characteristic of methods and models of prediction of surgical operations duration was carried out. The importance of estimating the accuracy of prediction the duration of operations for effective planning of the use of operating rooms and high-tech equipment is shown. Analyzed statistical and regression methods to predict the duration of operations, and the use of artificial neural networks to estimate the duration of an operation. Ma...