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07/30/2022
Temporal extrapolation of heart wall segmentation in cardiac magnetic resonance images via pixel tracking
In this study, we have tailored a pixel tracking method for temporal ext...
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06/01/2022
The Fully Convolutional Transformer for Medical Image Segmentation
We propose a novel transformer model, capable of segmenting medical imag...
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05/13/2019
Fast Parameter Inference in a Biomechanical Model of the Left Ventricle using Statistical Emulation
A central problem in biomechanical studies of personalised human left ve...
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08/21/2018
On a New Improvement-Based Acquisition Function for Bayesian Optimization
Bayesian optimization (BO) is a popular algorithm for solving challengin...
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01/23/2018
MCMC methods for inference in a mathematical model of pulmonary circulation
This study performs parameter inference in a partial differential equati...
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10/06/2017
Improving the identification of antigenic sites in the H1N1 Influenza virus through accounting for the experimental structure in a sparse hierarchical Bayesian model
Understanding how genetic changes allow emerging virus strains to escape...
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03/21/2017