Abstract
The 3-hinge is a form of cortical fold, which is the intersection of the three gyri. And it has been proved to be unique anatomically, structurally, and functionally connective patterns. Compared with the normal gyri, the 3-hinge gyri have stronger structural connectivity and participate in more functional networks. Therefore, it is of great significance to further explore the 3-hinge regions, which could give more new insights on the study of mechanism of cortical folding patterns. However, for the large differences in brain across subjects, it is difficult to identify consistent 3-hinge regions across subjects and most previous studies on 3-hinges consistency merely focused on a single mode. In order to study the multi-modal consistency of 3-hinge regions, this paper proposes a joint representation of functional and structural profiles for identifying common and consistent 3-hinges. We use the representation of 3-hinge patterns in the functional network to obtain the functional consistency of 3-hinges cross subjects, then the distance between 3-hinge regions and Dense Individualized and Common Connectivity-Based Cortical Landmarks (DICCCOL) system to obtain the structural consistency. Combining these two sets of stability, 38 functionally and structurally consistent 3-hinge regions were successfully identified cross subjects. These consistent 3-hinge regions based on multi-modal data are more consistent than that merely based on structural data and experimental results elucidate those consistent 3-hinge regions are more correlated with visual function. This work deepens the understanding of the stability of 3-hinge regions and provides a basis for further inter-group analysis of 3-hinge gyral folding.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Deng, F., et al.: A functional model of cortical gyri and sulci. Brain Struct. Funct. 219, 1473–1491 (2014)
Li, K., et al.: Gyral folding pattern analysis via surface profiling. Neuroimage 52, 1202–1214 (2010)
Ge, F., et al.: Denser growing fiber connections induce 3-hinge gyral folding. Cereb. Cortex N. Y. N 1991(28), 1064–1075 (2018)
Li, X., et al.: Commonly preserved and species-specific gyral folding patterns across primate brains. Brain Struct. Funct. 222, 2127–2141 (2017)
Zhang, T., et al.: Cortical 3-hinges could serve as hubs in cortico-cortical connective network. Brain Imaging Behav. 14, 2512–2529 (2020)
Zhang, T., et al.: Identifying Cross-individual Correspondences of 3-hinge Gyri. Med. Image Anal. 63, 101700 (2020)
Zhang, S., et al.: A DICCCOL-based K-nearest landmark detection method for identifying common and consistent 3-hinge gyral folding landmarks. Chaos Solitons Fractals. 158, 112018 (2022)
Van Essen, D.C., Smith, S.M., Barch, D.M., Behrens, T.E.J., Yacoub, E., Ugurbil, K.: WU-Minn HCP Consortium: the WU-Minn human connectome project: an overview. Neuroimage 80, 62–79 (2013)
Woolrich, M.W., et al.: Bayesian analysis of neuroimaging data in FSL. Neuroimage 45, S173-186 (2009)
Jiang, X., et al.: Modeling functional dynamics of cortical gyri and sulci. In: Ourselin, S., Joskowicz, L., Sabuncu, M.R., Unal, G., Wells, W. (eds.) MICCAI 2016. LNCS, vol. 9900, pp. 19–27. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-46720-7_3
Liu, H., et al.: Elucidating functional differences between cortical gyri and sulci via sparse representation HCP grayordinate fMRI data. Brain Res. 1672, 81–90 (2017)
Lv, J., et al.: Holistic atlases of functional networks and interactions reveal reciprocal organizational architecture of cortical function. IEEE Trans. Biomed. Eng. 62, 1120–1131 (2015)
Zhu, D., et al.: DICCCOL: dense individualized and common connectivity-based cortical landmarks. Cereb. Cortex 23, 786–800 (2013)
Rolls, E.T., Huang, C.-C., Lin, C.-P., Feng, J., Joliot, M.: Automated anatomical labelling atlas 3. Neuroimage 206, 116189 (2020)
Acknowledgements
This work was supported by the National Natural Science Foundation of China (62006194); High-level researcher start-up projects (06100-23SH0201228); Basic Research Projects of Characteristic Disciplines (G2023WD0146).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Zhang, S., Wang, R., Kang, Y., Yu, S., Hu, H., Zhang, H. (2023). Joint Representation of Functional and Structural Profiles for Identifying Common and Consistent 3-Hinge Gyral Folding Landmark. In: Greenspan, H., et al. Medical Image Computing and Computer Assisted Intervention – MICCAI 2023. MICCAI 2023. Lecture Notes in Computer Science, vol 14227. Springer, Cham. https://doi.org/10.1007/978-3-031-43993-3_16
Download citation
DOI: https://doi.org/10.1007/978-3-031-43993-3_16
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-43992-6
Online ISBN: 978-3-031-43993-3
eBook Packages: Computer ScienceComputer Science (R0)
