Identification of species-preserved cortical landmarks

  • Tuo Zhang
  • , Xiao Li
  • , Lin Zhao
  • , Ying Huang
  • , Lei Guo
  • , Tianming Liu

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Primate brain evolution has been an intriguing research topic for centuries. Previous comparative studies focused on identification of species-preserved cortical landmarks or axonal pathways via approaches such as registration. However, because of huge cross-species variations, these studies dealt with only a few specific fasciculi and cortices or relied on a predefined brain parcellation shared among species. In this work, we used T1-weighted MRI data and diffusion MRI data to identify novel landmarks on entire cortices based on folding patterns on macaque and human brains and further proposed a pipeline to establish cross-species correspondence for them based on networks derived from streamline fibers. Our experimental results are consistent with the reports in the literature, demonstrating the effectiveness and promise of this framework. The merits of this work lie in not only the identification of a novel, large group of species-preserved cortical landmarks, but also new insights into the relationship between cortical folding patterns and axonal wiring diagrams along the evolution line.

Original languageEnglish (US)
Title of host publicationMedical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings
EditorsAlejandro F. Frangi, Christos Davatzikos, Gabor Fichtinger, Carlos Alberola-López, Julia A. Schnabel
PublisherSpringer Verlag
Pages89-97
Number of pages9
ISBN (Print)9783030009304
DOIs
StatePublished - 2018
Externally publishedYes
Event21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018 - Granada, Spain
Duration: Sep 16 2018Sep 20 2018

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume11072 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018
Country/TerritorySpain
CityGranada
Period9/16/189/20/18

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • General Computer Science

Keywords

  • 3-hinge gyri
  • Comparative study
  • Structural connections

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