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06/05/2023
Brain tumor segmentation using synthetic MR images – A comparison of GANs and diffusion models
Large annotated datasets are required for training deep learning models,...
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05/12/2023
Beware of diffusion models for synthesizing medical images – A comparison with GANs in terms of memorizing brain tumor images
Diffusion models were initially developed for text-to-image generation a...
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11/10/2022
Efficient brain age prediction from 3D MRI volumes using 2D projections
Using 3D CNNs on high resolution medical volumes is very computationally...
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11/08/2022
Does an ensemble of GANs lead to better performance when training segmentation networks with synthetic images?
Large annotated datasets are required to train segmentation networks. In...
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12/11/2020