Connectivity-based Cortical Parcellation via Contrastive Learning on Spatial-Graph Convolution

Objective. Objective of this work is the development and evaluation of a cortical parcellation framework based on tractography-derived brain structural connectivity. Impact Statement. The proposed framework utilizes novel spatial-graph representation learning methods for solving the task of cortical...

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Bibliographic Details
Main Authors: Peiting You, Xiang Li, Fan Zhang, Quanzheng Li
Format: Article
Language:English
Published: American Association for the Advancement of Science (AAAS) 2022-01-01
Series:BME Frontiers
Online Access:http://dx.doi.org/10.34133/2022/9814824