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09/09/2022
Pathology Synthesis of 3D Consistent Cardiac MR Im-ages Using 2D VAEs and GANs
We propose a method for synthesizing cardiac MR images with plausible he...
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08/09/2022
sim2real: Cardiac MR Image Simulation-to-Real Translation via Unsupervised GANs
There has been considerable interest in the MR physics-based simulation ...
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06/03/2022
PROMISSING: Pruning Missing Values in Neural Networks
While data are the primary fuel for machine learning models, they often ...
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06/01/2021
Hybrid Deep Neural Network for Brachial Plexus Nerve Segmentation in Ultrasound Images
Ultrasound-guided regional anesthesia (UGRA) can replace general anesthe...
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07/27/2020
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms
Generative adversarial networks (GANs) have provided promising data enri...
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02/17/2020
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model
We propose a hybrid controllable image generation method to synthesize a...
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06/12/2017