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07/23/2021
Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts?
Deep learning methods are the de-facto solutions to a multitude of medic...
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05/11/2021
GANs for Medical Image Synthesis: An Empirical Study
Generative Adversarial Networks (GANs) have become increasingly powerful...
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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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10/30/2020
Automatic Myocardial Infarction Evaluation from Delayed-Enhancement Cardiac MRI using Deep Convolutional Networks
In this paper, we propose a new deep learning framework for an automatic...
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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