@inproceedings{8de00a3dd9844c99956afe617a1b5fd9,
title = "Species-Preserved Structural Connections Revealed by Sparse Tensor CCA",
abstract = "Comparative evolution studies can advance the understating of the brain{\textquoteright}s functional and structural mechanisms. Efforts have been denoted in the literature to identify structural common connectome preserved between a pair of species, such as macaques and humans. However, very few studies were reported to identify species-preserved structural connections systematically and simultaneously across more than two species at a connectome-scale. In this work, we used diffusion MRI (dMRI) and Brodmann areas as established tools to estimate the whole-brain connectome for three primates: macaque, chimpanzee and human. We designed a sparse tensor canonical correlation analysis (STCCA) algorithm to identify the connective components that are strongly correlated among the three species. Joint analysis of the components can help to identify the white matter pathways preserved among three species. These preserved connections are consistent with the existing neuroscience reports, demonstrating the effectiveness and promise of this framework.",
keywords = "Diffusion MRI, Large-scale connectome, Species comparison",
author = "Zhibin He and Ying Huang and Tianming Liu and Lei Guo and Lei Du and Tuo Zhang",
note = "Publisher Copyright: {\textcopyright} Springer Nature Switzerland AG 2019.; 4th International Workshop on Multimodal Brain Image Analysis, MBAI 2019, and the 7th International Workshop on Mathematical Foundations of Computational Anatomy, MFCA 2019, held in conjunction with the 22nd International Conference on Medical Imaging and Computer Assisted Intervention, MICCAI 2019 ; Conference date: 17-10-2019 Through 17-10-2019",
year = "2019",
doi = "10.1007/978-3-030-33226-6\_6",
language = "英语",
isbn = "9783030332259",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer",
pages = "49--56",
editor = "Dajiang Zhu and Jingwen Yan and Heng Huang and Li Shen and Thompson, \{Paul M.\} and Carl-Fredrik Westin and Xavier Pennec and Sarang Joshi and Mads Nielsen and Stefan Sommer and Tom Fletcher and Stanley Durrleman",
booktitle = "Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy - 4th International Workshop, MBIA 2019, and 7th International Workshop, MFCA 2019, Held in Conjunction with MICCAI 2019, Proceedings",
}