Methodological evaluation of individual cognitive prediction based on the brain white matter structural connectome
Sign Up to like & getrecommendations! Published in 2022 at "Human Brain Mapping"
DOI: 10.1002/hbm.25883
Abstract: An emerging trend is to use regression‐based machine learning approaches to predict cognitive functions at the individual level from neuroimaging data. However, individual prediction models are inherently influenced by the vast options for network construction… read more here.
Keywords: evaluation; structural connectome; brain; prediction ... See more keywords
The structural connectome in children: basic concepts, how to build it, and synopsis of challenges for the developing pediatric brain
Sign Up to like & getrecommendations! Published in 2017 at "Neuroradiology"
DOI: 10.1007/s00234-017-1831-1
Abstract: PurposeThe structural connectome is a comprehensive structural description of the network of elements and connections forming the brain. In recent years, this framework has progressively been used to investigate the pediatric brain.MethodsWe discuss the different… read more here.
Keywords: connectome children; structural connectome; pediatric brain; children basic ... See more keywords
The bilingual structural connectome: Dual-language experiential factors modulate distinct cerebral networks
Sign Up to like & getrecommendations! Published in 2021 at "Brain and Language"
DOI: 10.1016/j.bandl.2021.104978
Abstract: Bilingualism is a natural laboratory for studying whether the brain's structural connectome is influenced by different aspects of language experience. However, evidence on how distinct components of bilingual experience may contribute to structural brain adaptations… read more here.
Keywords: bilingual structural; connectome dual; brain; structural connectome ... See more keywords
Age-Related Decline in the Topological Efficiency of the Brain Structural Connectome and Cognitive Aging.
Sign Up to like & getrecommendations! Published in 2020 at "Cerebral cortex"
DOI: 10.1093/cercor/bhaa066
Abstract: Brain disconnection model has been proposed as a possible neural mechanism for cognitive aging. However, the relationship between structural connectivity degeneration and cognitive decline with normal aging remains unclear. In the present study, using diffusion… read more here.
Keywords: brain structural; cognitive aging; decline; structural connectome ... See more keywords
Brain network eigenmodes provide a robust and compact representation of the structural connectome in health and disease
Sign Up to like & getrecommendations! Published in 2017 at "PLoS Computational Biology"
DOI: 10.1371/journal.pcbi.1005550
Abstract: Recent research has demonstrated the use of the structural connectome as a powerful tool to characterize the network architecture of the brain and potentially generate biomarkers for neurologic and psychiatric disorders. In particular, the anatomic… read more here.
Keywords: structural connectome; brain; network; white matter ... See more keywords
Network analysis of the human structural connectome including the brainstem
Sign Up to like & getrecommendations! Published in 2022 at "PLOS ONE"
DOI: 10.1371/journal.pone.0272688
Abstract: The underlying anatomical structure is fundamental to the study of brain networks and is likely to play a key role in the generation of conscious experience. We conduct a computational and graph-theoretical study of the… read more here.
Keywords: human structural; network; including brainstem; structural connectome ... See more keywords
Topological patterns of motor networks in Parkinson’s disease with different sides of onset: A resting-state-informed structural connectome study
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Aging Neuroscience"
DOI: 10.3389/fnagi.2022.1041744
Abstract: Parkinson’s disease (PD) has a characteristically unilateral pattern of symptoms at onset and in the early stages; this lateralization is considered a diagnostically important diagnosis feature. We aimed to compare the graph-theoretical properties of whole-brain… read more here.
Keywords: informed structural; structural connectome; parkinson disease; resting state ... See more keywords
The structural connectome constrains fast brain dynamics
Sign Up to like & getrecommendations! Published in 2021 at "eLife"
DOI: 10.7554/elife.67400
Abstract: Brain activity during rest displays complex, rapidly evolving patterns in space and time. Structural connections comprising the human connectome are hypothesized to impose constraints on the dynamics of this activity. Here, we use magnetoencephalography (MEG)… read more here.
Keywords: connectome; constrains fast; connectome constrains; structural connectome ... See more keywords