Statistical Inference and Uncertainty Quantification in Cardio-physiological Modelling
SoftMech-SET (University of Glasgow)
Friday 21st May, 2021 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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