Seminar “Blood flow model parameters estimation with the help of synthetic database”

Seminar “Blood flow model parameters estimation with the help of synthetic database”

The event passed
22 Oct 2020
Location
Online
About the event

22 October at 16:30 MSK

Modern blood flow models can be used to estimate a variety of important diagnostic indices.  One of the problems that hinders their applicability is parameter identification. Some parameters are expensive to obtain, but they are important for model personalization. We propose a method to estimate some of the hard-to-get parameters. This method is based on a synthetic data base that was generated with the help of a separate blood flow model of systemic circulation and consists of 4374 virtual patients. We use neural network trained on synthetic data to estimate some of the important indices from patient’s age, blood pressure, height, weight, heart rate and other easy-to-obtain parameters.

Speaker

Gamilov Timur, senior researcher, laboratory of mathematical modelling, Sechenov University.

Topic: Blood flow model parameters estimation with the help of synthetic database.

Online

Related eventsAll events
2022
26 - 27 Jul
Virtual Educational Fair — Study in Russia
2022
19 May
Scientific and methodological seminar “Topical Issues of Social Pedagogy, Psychology and Management of Developing the Human Resources of Society (Social Management)”
2022
23 Jun
Master class "About the double master's program "Russia - the Middle East: the main areas of cooperation and interaction"
2022
20 Jun
Scientific seminar “Language aspects of integration and self-identification in the modern world”