학술논문

Evaluation of surface-based hippocampal registration using ground-truth subfield definitions
Document Type
article
Source
eLife, Vol 12 (2023)
Subject
hippocampal subfields
histology
MRI
visualization
image registration
Medicine
Science
Biology (General)
QH301-705.5
Language
English
ISSN
2050-084X
Abstract
The hippocampus is an archicortical structure, consisting of subfields with unique circuits. Understanding its microstructure, as proxied by these subfields, can improve our mechanistic understanding of learning and memory and has clinical potential for several neurological disorders. One prominent issue is how to parcellate, register, or retrieve homologous points between two hippocampi with grossly different morphologies. Here, we present a surface-based registration method that solves this issue in a contrast-agnostic, topology-preserving manner. Specifically, the entire hippocampus is first analytically unfolded, and then samples are registered in 2D unfolded space based on thickness, curvature, and gyrification. We demonstrate this method in seven 3D histology samples and show superior alignment with respect to subfields using this method over more conventional registration approaches.