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eess.IV2023
Uncertainty Estimation in Contrast-Enhanced MR Image Translation with Multi-Axis Fusion
Ivo M. Baltruschat, Parvaneh Janbakhshi, Melanie Dohmen +1
In recent years, deep learning has been applied to a wide range of medical imaging and image processing tasks. In this work, we focus on the estimation of epistemic uncertainty for…
eess.IV2023★ 2 cited
fRegGAN with K-space Loss Regularization for Medical Image Translation
Ivo M. Baltruschat, Felix Kreis, Alexander Hoelscher +2
Generative adversarial networks (GANs) have shown remarkable success in generating realistic images and are increasingly used in medical imaging for image-to-image translation task…