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researcher

C. Federau

8 papers hereh-index 272.3k citations90 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author6

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • eess.IV3
  • physics.med-ph3
  • cs.CV2

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedImproved Segmentation and Detection Sensitivity of Diffusion-Weighted Brain Infarct Lesions with Synthetically Enhanced Deep Learning

28 citations · 47 across the 8 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2023★ 12 cited

Random Expert Sampling for Deep Learning Segmentation of Acute Ischemic Stroke on Non-contrast CT

Sophie Ostmeier, Brian Axelrod, Benjamin Pulli +6

Purpose: Multi-expert deep learning training methods to automatically quantify ischemic brain tissue on Non-Contrast CT Materials and Methods: The data set consisted of 260 Non-Con…

cs.CV2020★ 5 cited

Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study

Alejandro Ungría Hirte, Moritz Platscher, Thomas Joyce +3

We show that high quality, diverse and realistic-looking diffusion-weighted magnetic resonance images can be synthesized using deep generative models. Based on professional neurora…

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