Christian Federau

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Image Generation

Bayesian Inference

Lesion Segmentation

Top Venues

Biomed. Signal Process. Control.

Medical Image Anal.

Publications

Sophie Ostmeier, Brian Axelrod, Benjamin Pulli, Benjamin F. J. Verhaaren, Abdelkader Mahammedi, Yongkai Liu, Christian Federau, Greg Zaharchuk, Jeremy J. Heit
Random Expert Sampling for Deep Learning Segmentation of Acute Ischemic Stroke on Non-contrast CT. CoRR (2023)
Moritz Platscher, Jonathan Zopes, Christian Federau
Image translation for medical image generation: Ischemic stroke lesion segmentation. Biomed. Signal Process. Control. 72 (Part) (2022)
Christopher Vogelsanger, Christian Federau
Latent Space Analysis of VAE and Intro-VAE applied to 3-dimensional MR Brain Volumes of Multiple Sclerosis, Leukoencephalopathy, and Healthy Patients. CoRR (2021)
Georg Ralph Spinner, Christian Federau, Sebastian Kozerke
Bayesian inference using hierarchical and spatial priors for intravoxel incoherent motion MR imaging in the brain: Analysis of cancer and acute stroke. Medical Image Anal. 73 (2021)
Jonathan Zopes, Moritz Platscher, Silvio Paganucci, Christian Federau
Multi-modal segmentation of 3D brain scans using neural networks. CoRR (2020)
Harri Merisaari, Christian Federau
Signal to Noise and b-value Analysis for Optimal Intra-Voxel Incoherent Motion Imaging in the Brain. CoRR (2020)
Valerie Phi van, Franca Schmid, Georg Spinner, Sebastian Kozerke, Christian Federau
Simulation of Intravoxel Incoherent Perfusion Signal Using a Realistic Capillary Network of a Mouse Brain. CoRR (2020)
Alejandro Ungría Hirte, Moritz Platscher, Thomas Joyce, Jeremy J. Heit, Eric Tranvinh, Christian Federau
Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study. CoRR (2020)
Moritz Platscher, Jonathan Zopes, Christian Federau
Image Translation for Medical Image Generation - Ischemic Stroke Lesions. CoRR (2020)