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Cortex-grounded diffusion models for brain image generation

delete2026-09-29
delete0
PRE
AI
F
Fabian Bongratz *
Y
Yitong Li *
S
Sama Elbaroudy
T
Timo Grimmer
I
Igor Yakushev
D
Dennis M. Hedderich
C
Christian Wachinger
DOI：10.1016/j.media.2026.104339delete
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Abstract

Abstract

En 中文
• Cor2Vox is a novel shape-to-image Brownian bridge diffusion model. • Cor2Vox enables 3D image synthesis with precise anatomical consistency. • Large-scale cortical shape model promotes anatomical plausibility. • Quantitative evaluation highlights sub-voxel structural consistency. • Shape-based synthesis enables image harmonization and benchmarking.
Keywords:
Brain
Cortical surfaces
Generation
MRI

Journal

Medical Image Analysis cover
Medical Image Analysis
IF:
11.8
Papers:
3.9K
Citations:
2.4W

Organization

T
TUM University Hospital
Scholars:
30
Papers: 12
Citations: 0
Cited Papers

Cited Papers

No cited papers available