Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study. - Alejandro Ungría Hirte; Moritz Platscher; Thomas Joyce; Jeremy J. Heit; Eric Tranvinh; Christian Federau (CoRR, 2020)

Multi-modal segmentation of 3D brain scans using neural networks. - Jonathan Zopes; Moritz Platscher; Silvio Paganucci; Christian Federau (CoRR, 2020)

Image Translation for Medical Image Generation - Ischemic Stroke Lesions. - Moritz Platscher; Jonathan Zopes; Christian Federau (CoRR, 2020)

Simulation of Intravoxel Incoherent Perfusion Signal Using a Realistic Capillary Network of a Mouse Brain. - Valerie Phi van; Franca Schmid; Georg Spinner; Sebastian Kozerke; Christian Federau (CoRR, 2020)

Signal to Noise and b-value Analysis for Optimal Intra-Voxel Incoherent Motion Imaging in the Brain. - Harri Merisaari; Christian Federau (CoRR, 2020)

Latent Space Analysis of VAE and Intro-VAE applied to 3-dimensional MR Brain Volumes of Multiple Sclerosis, Leukoencephalopathy, and Healthy Patients. - Christopher Vogelsanger; Christian Federau (CoRR, 2021)

Bayesian inference using hierarchical and spatial priors for intravoxel incoherent motion MR imaging in the brain: Analysis of cancer and acute stroke. - Georg Ralph Spinner; Christian Federau; Sebastian Kozerke (Medical Image Anal., 2021)

Image translation for medical image generation: Ischemic stroke lesion segmentation. - Moritz Platscher; Jonathan Zopes; Christian Federau (Biomed. Signal Process. Control., 2022)

Random Expert Sampling for Deep Learning Segmentation of Acute Ischemic Stroke on Non-contrast CT. - Sophie Ostmeier; Brian Axelrod; Benjamin Pulli; Benjamin F. J. Verhaaren; Abdelkader Mahammedi; Yongkai Liu; Christian Federau; Greg Zaharchuk; Jeremy J. Heit (CoRR, 2023)