Human brain mapping: A systematic comparison of parcellation methods for the human cerebral cortex
The macro-connectome elucidates the pathways through which brain regions are
structurally connected or functionally coupled to perform a specific cognitive task. It …
structurally connected or functionally coupled to perform a specific cognitive task. It …
Evaluation of functional MRI-based human brain parcellation: a review
Brain parcellations play a crucial role in the analysis of brain imaging data sets, as they can
significantly affect the outcome of the analysis. In recent years, several novel approaches for …
significantly affect the outcome of the analysis. In recent years, several novel approaches for …
Evaluating brain parcellations using the distance‐controlled boundary coefficient
One important approach to human brain mapping is to define a set of distinct regions that
can be linked to unique functions. Numerous brain parcellations have been proposed, using …
can be linked to unique functions. Numerous brain parcellations have been proposed, using …
[HTML][HTML] An exemplar-based approach to individualized parcellation reveals the need for sex specific functional networks
Recent work with functional connectivity data has led to significant progress in
understanding the functional organization of the brain. While the majority of the literature has …
understanding the functional organization of the brain. While the majority of the literature has …
[HTML][HTML] Spatial stability of functional networks: A measure to assess the robustness of graph-theoretical metrics to spatial errors related to brain parcellation
There is growing interest in studying human brain connectivity and in modelling the brain
functional structure as a network. Brain network creation requires parcellation of the cerebral …
functional structure as a network. Brain network creation requires parcellation of the cerebral …
[HTML][HTML] Automated individual cortical parcellation via consensus graph representation learning
Cortical parcellation plays a pivotal role in elucidating the brain organization. Despite the
growing efforts to develop parcellation algorithms using functional magnetic resonance …
growing efforts to develop parcellation algorithms using functional magnetic resonance …
Constructing fine‐grained spatiotemporal neonatal functional atlases with spectral functional network learning
X Wen, Y Zhao, G Chen, H Zhang… - Human Brain …, 2024 - Wiley Online Library
The early stages of human development are increasingly acknowledged as pivotal in laying
the groundwork for subsequent behavioral and cognitive development. Spatiotemporal (4D) …
the groundwork for subsequent behavioral and cognitive development. Spatiotemporal (4D) …
Highly reproducible whole brain parcellation in individuals via voxel annotation with fiber clusters
A central goal in systems neuroscience is to parcellate the brain into discrete units that are
neurobiologically coherent. Here, we propose a strategy for consistent whole-brain …
neurobiologically coherent. Here, we propose a strategy for consistent whole-brain …
A review on mr based human brain parcellation methods
Brain parcellations play a ubiquitous role in the analysis of magnetic resonance imaging
(MRI) datasets. Over 100 years of research has been conducted in pursuit of an ideal brain …
(MRI) datasets. Over 100 years of research has been conducted in pursuit of an ideal brain …
D-MHGCN: An End-to-End Individual Behavioral Prediction Model Using Dual Multi-Hop Graph Convolutional Network
X Wen, Q Cao, Y Zhao, X Wu… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Predicting individual behavior is a crucial area of research in neuroscience. Graph Neural
Networks (GNNs), as powerful tools for extracting graph-structured features, are increasingly …
Networks (GNNs), as powerful tools for extracting graph-structured features, are increasingly …