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Fabian Bongratz

17 papers hereh-index 4124 citations25 works total

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

author position
  • first author10
  • middle author5
  • last author1

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.CV10
  • eess.IV3
  • cs.LG2
  • cs.GR1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedHow to Choose a Reinforcement-Learning Algorithm

1 citations · 2 across the 16 of their papers we have counts for

collaborators
Showing 2026Show all

3 papers · 1 filter

cs.CV2026

Bridging Modalities on the Cortex: Surface-based MRI to PET Translation with a Diffusion Bridge

Yitong Li, Alexandra Samoylova, Fabian Bongratz +4

Cortical hypometabolism measured by Fluorodeoxyglucose Positron Emission Tomography (FDG-PET) is a highly sensitive biomarker for dementia diagnosis. However, high costs, radiation…

cs.CV2026

International Transfer of Stochastic Cortical Self-Reconstruction

Fabian Bongratz, Zhizheng Zhuo, Chao Zhang +3

Stochastic cortical self-reconstruction (SCSR) enables personalized mapping of gray matter atrophy, a hallmark of neurodegenerative disorders such as Alzheimer's disease (AD), onto…

cs.CV2026

Cortex-Grounded Diffusion Models for Brain Image Generation

Fabian Bongratz, Yitong Li, Sama Elbaroudy +1

Synthetic neuroimaging data can mitigate critical limitations of real-world datasets, including the scarcity of rare phenotypes, domain shifts across scanners, and insufficient lon…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.