• Scientific and pedagogical direction - Doctor of Philosophy (PhD)

Build mathematical models of various tasks of creating a public good, determine a methodology for applying artificial intelligence methods to them, set quality assessment criteria, develop general data models and organize data exchange based on cloud computing in order to increase the likelihood of socially beneficial results.
2. Compare and select digital signal processing algorithms for various medical applications, evaluate experimental results and correlate them with appropriate design and programming methods, implement digital signal processing algorithms and design methods on embedded devices.
3. Perform the main stages of preparing medical imaging data when developing artificial intelligence algorithms, explain the current limitations for data processing, and explore new approaches to solving data accessibility problems.
4. Apply machine learning methods for medical diagnostics and analytics based on medical data, create tools for data mining.
5. Evaluate how embedded systems, artificial intelligence tools for medical care can be used to identify and assess the health effects of behavioral and environmental factors.
6. Draw up research programs, apply research methods, carry out scientific management of research on the most important scientific problems of a fundamental and applied nature, obtain the necessary data from scientific and technical documents, reports and other reference materials.
7. Conduct teaching activities in higher education institutions, introduce advanced and innovative teaching technologies, develop educational and methodological support for new courses, taking into account the social modernization of Kazakhstan and the development of the national economy.
8. To contribute in the framework of original studies that expand the boundaries of knowledge through the use of artificial intelligence in medicine, use the academic style of writing, publish research results in the form of scientific articles in Kazakh and foreign publications, be prepared for correct and tolerant interaction in society, for social interaction and cooperation to solve scientific and technical problems.