TY - GEN
T1 - Identification of species-preserved cortical landmarks
AU - Zhang, Tuo
AU - Li, Xiao
AU - Zhao, Lin
AU - Huang, Ying
AU - Guo, Lei
AU - Liu, Tianming
N1 - Publisher Copyright:
© Springer Nature Switzerland AG 2018.
PY - 2018
Y1 - 2018
N2 - 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.
AB - 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.
KW - 3-hinge gyri
KW - Comparative study
KW - Structural connections
UR - https://www.scopus.com/pages/publications/85053899383
UR - https://www.scopus.com/pages/publications/85053899383#tab=citedBy
U2 - 10.1007/978-3-030-00931-1_11
DO - 10.1007/978-3-030-00931-1_11
M3 - Conference contribution
AN - SCOPUS:85053899383
SN - 9783030009304
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 89
EP - 97
BT - Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings
A2 - Frangi, Alejandro F.
A2 - Davatzikos, Christos
A2 - Fichtinger, Gabor
A2 - Alberola-López, Carlos
A2 - Schnabel, Julia A.
PB - Springer Verlag
T2 - 21st International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2018
Y2 - 16 September 2018 through 20 September 2018
ER -