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05/09/2023
Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation
We propose a novel pipeline for the generation of synthetic images via D...
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07/27/2022
Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views
Accurate geometric quantification of the human heart is a key step in th...
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09/27/2018
A Generative Adversarial Model for Right Ventricle Segmentation
The clinical management of several cardiovascular conditions, such as pu...
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08/31/2018
Automated segmentation on the entire cardiac cycle using a deep learning work-flow
The segmentation of the left ventricle (LV) from CINE MRI images is esse...
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08/06/2018
V-FCNN: Volumetric Fully Convolution Neural Network For Automatic Atrial Segmentation
Atrial Fibrillation (AF) is a common electro-physiological cardiac disor...
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07/11/2018
Temporal Convolution Networks for Real-Time Abdominal Fetal Aorta Analysis with Ultrasound
The automatic analysis of ultrasound sequences can substantially improve...
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08/13/2016