The name of the competition within which the program is being implemented:  Gant funding for scientific and (or) scientific and technical projects for 2023-2025 (Ministry of Science and Higher Education of the Republic of Kazakhstan)

Program Manager: Uvalieva Indira, Professor of the Digital Technologies and Artificial Intelligence School, D. Serikbayev EKTU, PhD in Computer Science ", Associate Professor.

Identifiers:

The research group of the project

Full name Project position Identifiers ResearcherID, ORCID, Scopus Author ID (if available)
1 Indira Uvalieva Project Manager, Lead Researcher ResearcherID Web of Science: N-9474-2017,
ORCID: https://orcid.org/0000-0002-2117-5390
Scopus Author ID: 56512350900
2 Saule Belginova Lead Researcher ResearcherID Web of Science: ABA-5253-2020
ORCID: 0000-0002-7238-6016
Scopus Author ID: 57191621865
3 Almira Bukunova Senior Researcher ResearcherID Web of Science: GYG-2630-2022
ORCID: https://orcid.org/0000-0002-0554-7684
Scopus Author ID: 57220809777
4 Zharas Nurumov Software Engineer  
Young scientists (under 40 + teaching staff (Students, undergraduates)

Full name

Project position

Identifiers ResearcherID, ORCID, Scopus Author ID (if available)

Note (teacher, student, undergraduate, doctoral student)

1 Aigerim Ismukhamedova Research Associate ResearcherID Web of Science: GYQ-7493-2022
ORCID: https://orcid.org/0000-0002-4931-337X
Scopus Author ID: 57191621865
PhD student of EP 8D06101 - "Information Systems", D. Serikbayev EKTU
2 David Borozenets Software Engineer

 

Student of EP 6B06103 - " Mathematical and Computer Modeling", D. Serikbayev EKTU

 

Project abstract:

Taking into account all the recent unfavorable events in the world, including the global pandemic, quarantine restrictions, and economic shocks, the development of the healthcare sector is one of the top priorities of any country.

In this regard, Kazakhstan, like any other country, needs to improve the efficiency of the health sector and the availability of medical care for the entire population, which in turn can be achieved only through digitalization, namely the integration of the main activities of the health sector with information systems, the use of mobile digital applications, the introduction of electronic health passports and the transition to "paperless" hospitals.

For this task, the Ministry of Health, together with experts, representatives of the business community, have developed new approaches to the digitalization of healthcare. The central element of e-health should be an electronic health passport of every citizen of our country. It is a summary of human health information, including demographic data; information about past and existing diseases; biometric data; allergological and immune status.

As part of the digitalization of Kazakhstan's healthcare since 2020, almost all (or rather 94.69%) Kazakhstanis have received an electronic health passport that stores their medical history and is available to polyclinics, ambulance assistants, and hospitals. Passport data is updated on a weekly basis with data from all medical institutions.

This project is aimed at the development of a software package for the diagnosis of clinical and hematological syndromes for an electronic passport, which allows automating the process of supporting clinical decision-making based on differential diagnosis algorithms and models of intelligent analysis of medical data.

The aim of the project is to develop a software package of an electronic health passport based on information technology of differential diagnosis and computational and analytical models of morphological classification of clinical and hematological syndromes.

The scientific foundations of information technology for monitoring clinical and hematological syndromes will be developed, integrating mathematical models of evaluation, pre-processing and ensemble methods of machine learning of indicators of biochemical blood analysis, as well as allowing to increase the efficiency of business processes of remote monitoring of hemoglobin synthesis disorders as a result of iron deficiency, developed against the background of various pathological (physiological) conditions and manifested by signs of anemia and sideropenia.

A mobile software package for monitoring and diagnostics of clinical and hematological syndromes will be created, based on web technology, with built-in computational and analytical functionality.

The goal of the project is to develop a software package of an electronic health passport based on information technology of differential diagnosis and computational and analytical models of morphological classification of clinical and hematological syndromes.

Expected and achieved results of the project:

Year The results obtained from the research.
Publications (with links to them) and patents; information for potential users.
2023
2024
  • Aigerim Ismukhamedova, Indira Uvaliyeva, Saule Belginova. Integrating machine learning in electronic health passport based on WHO study and healthcare resources // Informatics in Medicine Unlocked, Volume 44, 2024, 101428. ISSN 2352-9148, DOI: https://doi.org/10.1016/j.imu.2023.101428 URL:https://www.sciencedirect.com/science/article/pii/S2352914823002745?via%3Dihub
  • Увалиева И.М., Борозенец Д.Р., Бельгинова С.А., Исмухамедова А.М. База данных дифференциального диагностирования клинико-гематологических синдромов на основе алгоритма морфологической классификации (выполнено в рамках проекта AP19679525) // Свидетельство о внесении сведений в государственный реестр прав на объекты, охраняемые авторским правом №41784 от «5» января 2024 года. Вид объекта авторского права: База данных
  • Увалиева И.М., Борозенец Д. Р., Букунова А. Ш., Нурумов Ж.Ж. Модуль DataAcquisition для сбора данных лабораторных исследований программного комплекса диагностики клинико-гематологических синдромов (выполнено в рамках проекта AP19679525) // Свидетельство о внесении сведений в государственный реестр прав на объекты, охраняемые авторским правом №41906 от «9» января 2024 года. Вид объекта авторского права: Программа для ЭВМ
  • Увалиева И.М., Борозенец Д. Р., Бельгинова С. А., Букунова А. Ш. Модуль DataPreprocessing для предобработки данных лабораторных исследований программного комплекса диагностики клинико-гематологических синдромов (выполнено в рамках проекта AP19679525)  // Свидетельство о внесении сведений в государственный реестр прав на объекты, охраняемые авторским правом №41961 от «11» января 2024 года. Вид объекта авторского права: Программа для ЭВМ
  • Увалиева И.М., Борозенец Д. Р., Исмухамедова А.М. Аналитический модуль MorphologicalClassification для морфологической классификации клинико-гематологических синдромов программного комплекса электронного паспорта здоровья (выполнено в рамках проекта AP19679525) // Свидетельство о внесении сведений в государственный реестр прав на объекты, охраняемые авторским правом №41990 от «12» января 2024 года. Вид объекта авторского права: Программа для ЭВМ
  • Увалиева И.М., Исмухамедова А.М., Бельгинова С.А., Букунова А.Ш. Методы и модели диагностики клинико-гематологических синдромов для электронного паспорта здоровья. Монография. – Усть-Каменогорск: ТОО «КАСУ», 2024. –  107 с. 
  • I. Uvaliyeva, and D. Borozenets. Realization of conceptual model of IT-infrastructure of technology of differential diagnostics of clinical and hematological syndromes for health passport  // The IEEE AITU: Digital Generation 2024, Astana, Kazakhstan, 2024, pp. 1-5
  • Development and evaluation of models for differential diagnosis of clinical and hematologic syndromes based on ensemble machine learning methods // 6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, May 23-25, 2024 - Istanbul, Turkey
  • Experimental study and comparison of medical methodology and machine learning models to enhance algorithms for morphological classification of clinical and hematologic syndromes // 6th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, May 23-25, 2024 - Istanbul, Turkey
2025
  • Presentations will be made at prestigious international conferences with publication and/or presentation of abstracts on the conference websites in order to disseminate the results of the work among potential users, the community of scientists and the general public.
  • Preparation and publication of 1 monograph in Kazakhstani publishing house is planned.
  • It is planned to prepare and publish 1 article and (or) reviews in peer-reviewed scientific editions indexed in Science Citation Index Expanded of Web of Science base and (or) having CiteScore percentile in Scopus base not less than 35 (thirty five); and final report. and final report.    

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