Articles

Transition to electronic medical records (EMR) is one of the basic directions of digital transformation of healthcare. One of the urgent modern problems of EMR management is the quality of data that are accumulated in modern medical information systems. Given the growing role of EMRs as a source of information for medical decision support systems, the introduction of management elements based on primary data, and the development of research in the field of real-world clinical practice data (RWD),...

Aim. The purpose of this article is review and analyze methods for measuring cognitive load, as well as approaches to using machine learning techniques to identify EEG data.
Materials and methods. The review systematizes and summarizes the information on the topic under consideration. Scientific articles were searched in bibliographic databases: eLIBRARY, ScienceDirect, Scopus.
Results. This review focused on ways to measure the cognitive load of the brain, modern EEG recording devices, and methods...

One of the new developments in the field of artificial intelligence (AI) is the Chat-GPT (Generative Pre-trained Transformer) technology, a capacious linguistic model based on the analysis of big data using powerful computing systems through the aggregation of certain algorithms. Such technologies are capable of “understanding” and composing texts close to those created by humans. Their improvement and implementation can lead to better quality and accessibility of medical care for patients, including...

Experts predict global health spending to reach $16.9 trillion by 2050. However, 20% to 40% of all resources invested could be lost due to various forms of project inefficiency. An analysis of the content of three key information resources offering methodological and instrumental support for research aimed at the assessment of the cost-effectiveness of projects implemented in national health care systems was carried out. The resources analyzed were the following: World Health Organization's Choosing...

This paper analyzes Russian-language Android applications for psychological help, defines requirements and recommendations for the development of such apps. Psychological applications have been selected from the Google Play Market according to certain criteria. Therapeutic and engagement functions, goals, tags, number of downloads, and average score of each application have been recorded for the analysis. The aesthetics and usability of each application have also been evaluated on a five-point scale...

Background. The article presents the results of a review study on the origins of systematic healthcare informatization and the formation of digital healthcare in Russia, as it is now commonly called, since the 60s of the last century, and an analysis of how introduction of digital healthcare methods and technologies, and compulsory medical insurance (CMI) progressed over the years. A comprehensive analysis of the formation and development of digital healthcare on a nationwide scale has not been ...

There is increasing interest in using big data of real clinical practice to develop artificial intelligence systems for diagnostic and predictive models of diseases and conditions. At the same time, the quality of this data is usually low due to errors during input, suboptimal architecture of information systems, lack of standardization, etc. The review examines criteria for the reliability of real-world data, the most common problems, and ways to eliminate them: assessing the compliance of the ...

Cartographic presentation of information is especially in demand and visual for covering global and regional events, as well as assessing the location of stationary and non-stationary objects in the study area. Geoinformation systems (GIS) in epidemiological surveillance of parasitic diseases provide collection, storage, processing, access to information, display and dissemination of spatially coordinated data that can be used to solve scientific and applied problems: analysis, monitoring, assessment,...