Search Results for author: Konstantin Nikolaou

Found 6 papers, 2 papers with code

Towards a Phenomenological Understanding of Neural Networks: Data

no code implementations1 May 2023 Samuel Tovey, Sven Krippendorf, Konstantin Nikolaou, Christian Holm

This framework is then applied to the problem of optimal data selection for the training of NNs.

Retrospective correction of Rigid and Non-Rigid MR motion artifacts using GANs

no code implementations17 Sep 2018 Karim Armanious, Sergios Gatidis, Konstantin Nikolaou, Bin Yang, Thomas Küstner

Motion artifacts are a primary source of magnetic resonance (MR) image quality deterioration with strong repercussions on diagnostic performance.

MedGAN: Medical Image Translation using GANs

no code implementations17 Jun 2018 Karim Armanious, Chenming Jiang, Marc Fischer, Thomas Küstner, Konstantin Nikolaou, Sergios Gatidis, Bin Yang

Image-to-image translation is considered a new frontier in the field of medical image analysis, with numerous potential applications.

Decoder Image Denoising +3

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