Search Results for author: Christian Federau

Found 4 papers, 1 papers with code

Latent Space Analysis of VAE and Intro-VAE applied to 3-dimensional MR Brain Volumes of Multiple Sclerosis, Leukoencephalopathy, and Healthy Patients

no code implementations17 Jan 2021 Christopher Vogelsanger, Christian Federau

Multiple Sclerosis (MS) and microvascular leukoencephalopathy are two distinct neurological conditions, the first caused by focal autoimmune inflammation in the central nervous system, the second caused by chronic white matter damage from atherosclerotic microvascular disease.

Image Translation for Medical Image Generation -- Ischemic Stroke Lesions

1 code implementation5 Oct 2020 Moritz Platscher, Jonathan Zopes, Christian Federau

We demonstrate with the example of ischemic stroke that an improvement in lesion segmentation is feasible using deep learning based augmentation.

Data Augmentation Image-to-Image Translation +4

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