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01/31/2023
Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion
Cross-modality data translation has attracted great interest in image co...
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11/21/2022
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers
Image registration is an essential but challenging task in medical image...
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10/19/2022
In-silico analysis of the influence of pulmonary vein configuration on left atrial haemodynamics and thrombus formation in a large cohort
Atrial fibrillation (AF) is considered the most common human arrhythmia....
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02/17/2021
Cardiac Motion Modeling with Parallel Transport and Shape Splines
In cases of pressure or volume overload, probing cardiac function may be...
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10/02/2020
Joint data imputation and mechanistic modelling for simulating heart-brain interactions in incomplete datasets
The use of mechanistic models in clinical studies is limited by the lack...
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06/07/2019
Symmetric Algorithmic Components for Shape Analysis with Diffeomorphisms
In computational anatomy, the statistical analysis of temporal deformati...
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12/06/2018
Automatically Segmenting the Left Atrium from Cardiac Images Using Successive 3D U-Nets and a Contour Loss
Radiological imaging offers effective measurement of anatomy, which is u...
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09/20/2018