[HTML][HTML] Joint embedding: A scalable alignment to compare individuals in a connectivity space

KH Nenning, T Xu, E Schwartz, J Arroyo, A Woehrer…�- NeuroImage, 2020 - Elsevier
A common coordinate space enabling comparison across individuals is vital to
understanding human brain organization and individual differences. By leveraging�…

Functional density and edge maps: Characterizing functional architecture in individuals and improving cross-subject registration

T Tong, I Aganj, T Ge, JR Polimeni, B Fischl�- NeuroImage, 2017 - Elsevier
Population-level inferences and individual-level analyses are two important aspects in
functional magnetic resonance imaging (fMRI) studies. Extracting reliable and informative�…

Analysis of population functional connectivity data via multilayer network embeddings

JD Wilson, M Baybay, R Sankar, P Stillman…�- Network�…, 2021 - cambridge.org
Population analyses of functional connectivity have provided a rich understanding of how
brain function differs across time, individual, and cognitive task. An important but challenging�…

[HTML][HTML] Recent developments in representations of the connectome

JD Bijsterbosch, SL Valk, D Wang, MF Glasser�- NeuroImage, 2021 - Elsevier
Research into the human connectome (ie, all connections in the human brain) with the use
of resting state functional MRI has rapidly increased in popularity in recent years, especially�…

Diffeomorphic functional brain surface alignment: Functional demons

KH Nenning, H Liu, SS Ghosh, MR Sabuncu…�- NeuroImage, 2017 - Elsevier
Aligning brain structures across individuals is a central prerequisite for comparative
neuroimaging studies. Typically, registration approaches assume a strong association�…

Embedding human brain function via transformer

L Zhao, Z Wu, H Dai, Z Liu, T Zhang, D Zhu…�- …�Conference on Medical�…, 2022 - Springer
BOLD fMRI has been an established tool for studying the human brain's functional
organization. Considering the high dimensionality of fMRI data, various computational�…

Local-global parcellation of the human cerebral cortex from intrinsic functional connectivity MRI

A Schaefer, R Kong, EM Gordon, TO Laumann…�- Cerebral�…, 2018 - academic.oup.com
A central goal in systems neuroscience is the parcellation of the cerebral cortex into discrete
neurobiological “atoms”. Resting-state functional magnetic resonance imaging (rs-fMRI)�…

There is no single functional atlas even for a single individual: Parcellation of the human brain is state dependent

M Salehi, AS Greene, A Karbasi, X Shen, D Scheinost…�- BioRxiv, 2018 - biorxiv.org
The goal of human brain mapping has long been to delineate the functional subunits in the
brain and elucidate the functional role of each of these brain regions. Recent work has�…

[HTML][HTML] Precision functional mapping of individual human brains

EM Gordon, TO Laumann, AW Gilmore, DJ Newbold…�- Neuron, 2017 - cell.com
Human functional MRI (fMRI) research primarily focuses on analyzing data averaged across
groups, which limits the detail, specificity, and clinical utility of fMRI resting-state functional�…

[HTML][HTML] Mapping individual differences across brain network structure to function and behavior with connectome embedding

G Levakov, J Faskowitz, G Avidan, O Sporns�- NeuroImage, 2021 - Elsevier
The connectome, a comprehensive map of the brain's anatomical connections, is often
summarized as a matrix comprising all dyadic connections among pairs of brain regions�…