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ISSN 2079-3316 Bilingual online scientific Online scientific journal of the Ailamazyan Program System Institute of the Ailamazyan PSI of PSI of Russian Academy of Science of RAS 12+ 
Volume 16 (2025) . Issue 4 (67) . Paper No. 4 (451)

Medical Informatics

Research Article
DOIDigital Object Identifier 10.25209/2079-3316-2025-16-4-81-117

Diagnostician automated workstation for working with medical data and elements of multimodal visualization

Vitaly Petrovich FralenkoCorrespondent author

Ailamazyan Program Systems Institute of RAS, Ves'kovo, Russia
Vitaly Petrovich Fralenko — Correspondent author alarmod@pereslavl.ru

Abstract. The study explores two main directions related to the creation of an automated workplace for a diagnostic physician: modern electronic systems for working with patients and the visualization of multimodal data. An analytical review was carried out with the aim of identifying current trends in these areas. The first part focuses on research dedicated to the filling and maintenance of electronic medical records, as well as ensuring information exchange between different participants in the medical and diagnostic process. The second part covers studies on the automation and support of clinical research, with special attention given to solutions for multimodal visualization.

A model of a universal driver for working with heterogeneous equipment is described. The idea is to enable a diagnostic system to learn the protocols of various devices. The proposed concept envisions a workplace that automates processes of diagnostics, recognition of medical records, and visualization of medical data, while also ensuring data security. This concept is based on the intelligent application of the latest advances in artificial intelligence. Such a workplace could significantly increase the efficiency of diagnostic physicians and reduce the number of errors. (In Russian).

Keywords: automated workstation, medical data, multimodal data, visualization, diagnostician, analytical review, concept

MSC-20202020 Mathematics Subject Classification 68-02; 68T45MSC-2020 68-XX: Computer science MSC-2020 68-02: Research exposition (monographs, survey articles) pertaining to computer science MSC-2020 68Txx: Artificial intelligence MSC-2020 68T45: Machine vision and scene understanding

Acknowledgments: The work was carried out within the framework of the State Budget Theme of the Ailamazyan Program Systems Institute of the Russian Academy of Sciences No. 125021302067-9 (completion deadline: 2025\–2027).

For citation: Vitaly P. Fralenko. Diagnostician automated workstation for working with medical data and elements of multimodal visualization. Program Systems: Theory and Applications, 2025, 16:4, pp. 81–117. (In Russ.). https://psta.psiras.ru/2025/4_81-117.

Full text of article (PDF): https://psta.psiras.ru/read/psta2025_4_81-117.pdf.

The article was submitted 20.05.2025; approved after reviewing 12.08.2025; accepted for publication 13.09.2025; published online 17.09.2025.

© Fralenko V. P.
2025
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