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Robert Graf

18 papers hereh-index 7165 citations30 works total

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

author position
  • first author5
  • middle author13

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CV11
  • eess.IV6
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedDenoising diffusion-based MRI to CT image translation enables automated spinal segmentation

44 citations · 98 across the 17 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.CV2023★ 1 cited

3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images

Alina F. Dima, Veronika A. Zimmer, Martin J. Menten +8

Automated segmentation of the blood vessels in 3D volumes is an essential step for the quantitative diagnosis and treatment of many vascular diseases. 3D vessel segmentation is bei…

eess.IV2023★ 44 cited

Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation

Robert Graf, Joachim Schmitt, Sarah Schlaeger +8

Background: Automated segmentation of spinal MR images plays a vital role both scientifically and clinically. However, accurately delineating posterior spine structures presents ch…

eess.IV2023★ 4 cited

The Brain Tumor Segmentation (BraTS) Challenge: Local Synthesis of Healthy Brain Tissue via Inpainting

Florian Kofler, Felix Meissen, Felix Steinbauer +103

A myriad of algorithms for the automatic analysis of brain MR images is available to support clinicians in their decision-making. For brain tumor patients, the image acquisition ti…

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