Statistical Inference and Uncertainty Quantification in Cardio-physiological Modelling

SoftMech-SET (University of Glasgow)

Friday 21st May 15:00-16:00 Maths 311B

Abstract

This is a series of short presentations to showcase the work carried out at the new EPSRC-funded research hub "SoftMech-Set".

Dirk Husmeier
Overview of the Hub’s research remit

Richard Clayton
Calibration and sensitivity analysis in cardiac electrophysiology

Hao Gao
Parameter inference for myocardial constitutive laws based on cardiac magnetic resonance (CMR) images

Yalei Yang
Bayesian hierarchical modelling for lesion detection from CMR scans

Mihaela Paun
Haemodynamic modelling for detecting pulmonary hypertension

Alan Lazarus
Parameter estimation and uncertainty quantification in cardiac mechanics

David Dalton
Graph neural network emulation of cardiac mechanics

Arash Rabbani
Quantification of cardiac endotypes in Covid-19

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