Spatio-temporal data mining: A survey of problems and methods

G Atluri, A Karpatne, V Kumar - ACM Computing Surveys (CSUR), 2018 - dl.acm.org
Large volumes of spatio-temporal data are increasingly collected and studied in diverse
domains, including climate science, social sciences, neuroscience, epidemiology …

Human brain map**: A systematic comparison of parcellation methods for the human cerebral cortex

S Arslan, SI Ktena, A Makropoulos, EC Robinson… - NeuroImage, 2018 - Elsevier
The macro-connectome elucidates the pathways through which brain regions are
structurally connected or functionally coupled to perform a specific cognitive task. It …

Map** neurotransmitter systems to the structural and functional organization of the human neocortex

JY Hansen, G Shafiei, RD Markello, K Smart… - Nature …, 2022 - nature.com
Neurotransmitter receptors support the propagation of signals in the human brain. How
receptor systems are situated within macro-scale neuroanatomy and how they shape …

Edge-centric functional network representations of human cerebral cortex reveal overlap** system-level architecture

J Faskowitz, FZ Esfahlani, Y Jo, O Sporns… - Nature …, 2020 - nature.com
Network neuroscience has relied on a node-centric network model in which cells,
populations and regions are linked to one another via anatomical or functional connections …

Decoding subject-driven cognitive states with whole-brain connectivity patterns

WR Shirer, S Ryali, E Rykhlevskaia, V Menon… - Cerebral …, 2012 - academic.oup.com
Decoding specific cognitive states from brain activity constitutes a major goal of
neuroscience. Previous studies of brain-state classification have focused largely on …

A whole brain fMRI atlas generated via spatially constrained spectral clustering

RC Craddock, GA James… - Human brain …, 2012 - Wiley Online Library
Connectivity analyses and computational modeling of human brain function from fMRI data
frequently require the specification of regions of interests (ROIs). Several analyses have …

Network centrality in the human functional connectome

XN Zuo, R Ehmke, M Mennes, D Imperati… - Cerebral …, 2012 - academic.oup.com
The network architecture of functional connectivity within the human brain connectome is
poorly understood at the voxel level. Here, using resting state functional magnetic …

The neuro bureau ADHD-200 preprocessed repository

P Bellec, C Chu, F Chouinard-Decorte, Y Benhajali… - Neuroimage, 2017 - Elsevier
Abstract In 2011, the “ADHD-200 Global Competition” was held with the aim of identifying
biomarkers of attention-deficit/hyperactivity disorder from resting-state functional magnetic …

Imaging human connectomes at the macroscale

RC Craddock, S Jbabdi, CG Yan, JT Vogelstein… - Nature …, 2013 - nature.com
At macroscopic scales, the human connectome comprises anatomically distinct brain areas,
the structural pathways connecting them and their functional interactions. Annotation of …

Functional connectivity of default mode network components: correlation, anticorrelation, and causality

LQ Uddin, AM Clare Kelly, BB Biswal… - Human brain …, 2009 - Wiley Online Library
The default mode network (DMN), based in ventromedial prefrontal cortex (vmPFC) and
posterior cingulate cortex (PCC), exhibits higher metabolic activity at rest than during …