Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases

Anatomical atlases are widely used for population studies and analysis. Conditional atlases target a specific sub-population defined via certain conditions, such as demographics or pathologies, and allow for the investigation of fine-grained anatomical differences like morphological changes associat...

Full description

Saved in:
Bibliographic Details
Published in:IEEE transactions on medical imaging 2026-01, Vol.45 (1), p.257-268
Main Authors: Starck, Sophie, Sideri-Lampretsa, Vasiliki, Kainz, Bernhard, Menten, Martin J., Mueller, Tamara T., Rueckert, Daniel
Format: Article
Language:English
Subjects:
Algorithms
Atlases as Topic
Biomedical imaging
Brain - anatomy & histology
Brain - diagnostic imaging
Conditional atlases
Deformable models
Deformation
deformation field generation
Diffusion models
Humans
Image Processing, Computer-Assisted - methods
Magnetic Resonance Imaging - methods
Morphology
Probabilistic logic
Three-dimensional displays
Training
Transforms
UK Biobank
Vectors
Citations: Items that this one cites
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!