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Quality-aware semi-supervised learning for CMR segmentation
One of the challenges in developing deep learning algorithms for medical...
09/01/2020 ∙ by Bram Ruijsink, et al. ∙
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Automated Detection of Congenital Heart Disease in Fetal Ultrasound Screening
Prenatal screening with ultrasound can lower neonatal mortality signific...
08/16/2020 ∙ by Jeremy Tan, et al. ∙
37
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Automated quantification of myocardial tissue characteristics from native T1 mapping using neural networks with Bayesian inference for uncertainty-based quality-control
Tissue characterisation with CMR parametric mapping has the potential to...
01/31/2020 ∙ by Esther Puyol-Antón, et al. ∙
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Assessing the Impact of Blood Pressure on Cardiac Function Using Interpretable Biomarkers and Variational Autoencoders
Maintaining good cardiac function for as long as possible is a major con...
08/13/2019 ∙ by Esther Puyol-Antón, et al. ∙
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A partition of unity approach to fluid mechanics and fluid-structure interaction
For problems involving large deformations of thin structures, simulating...
02/16/2019 ∙ by Maximilian Balmus, et al. ∙
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Robotic-assisted Ultrasound for Fetal Imaging: Evolution from Single-arm to Dual-arm System
The development of robotic-assisted extracorporeal ultrasound systems ha...
02/14/2019 ∙ by Shuangyi Wang, et al. ∙
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Mind the gap: quantification of incomplete ablation patterns after pulmonary vein isolation using minimum path search
Pulmonary vein isolation (PVI) is a common procedure for the treatment o...
06/17/2018 ∙ by Marta Nuñez-Garcia, et al. ∙
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