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

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

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

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

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

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

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

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

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