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
2023
15 Mar
International Scientific Seminar «Landscape engineering and nature-based technologies»
2023
14 Mar
Seminar “On the spectral theory of 1D Schrödinger and Dirac operators with point interactions and quantum graphs”
2023
16 Mar
Seminar on mathematical modeling in biology and medicine on topic “Continuous mathematical models of blood flow and their applications”
2023
14 Mar
Seminar on nonlinear problems of PDE and mathematical physics on topic: “Nonlinear second order degenerate parabolic equation: existence theorem and exact solutions”