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05/03/2023
Extraction of volumetric indices from echocardiography: which deep learning solution for clinical use?
Deep learning-based methods have spearheaded the automatic analysis of e...
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12/03/2021
Echocardiography Segmentation with Enforced Temporal Consistency
Convolutional neural networks (CNN) have demonstrated their ability to s...
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12/02/2020
Neural Teleportation
In this paper, we explore a process called neural teleportation, a mathe...
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06/15/2020
Cardiac Segmentation with Strong Anatomical Guarantees
Convolutional neural networks (CNN) have had unprecedented success in me...
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05/18/2020
On the effectiveness of GAN generated cardiac MRIs for segmentation
In this work, we propose a Variational Autoencoder (VAE) - Generative Ad...
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07/05/2019