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A New Multiple Imputation Method for High-Dimensional Neuroimaging Data. [PDF]
Missingness is a common issue for neuroimaging data, and neglecting it in downstream statistical analysis can introduce bias and lead to misguided inferential conclusions. It is therefore crucial to conduct appropriate statistical methods to address this issue.
Lu T+5 more
europepmc +2 more sources
Nonparametric permutation tests for functional neuroimaging: A primer with examples [PDF]
Requiring only minimal assumptions for validity, nonparametric permutation testing provides a flexible and intuitive methodology for the statistical analysis of data from functional neuroimaging experiments, at some computational expense. Introduced into
Thomas E. Nichols, Andrew P. Holmes
openalex +2 more sources
Topographic numerosity maps cover subitizing and estimation ranges
Here, the authors show that the brain represents small and large numerosity ranges in a continuous topographic map, in line with the idea that differences in map properties underlie differences in perception.
Yuxuan Cai+6 more
doaj +1 more source
Evaluating the effects of brain injury, disease and tasks on cognitive fatigue
Because cognitive fatigue (CF) is common and debilitating following brain injury or disease we investigated the relationships among CF, behavioral performance, and cerebral activation within and across populations by combining the data from two cross ...
Glenn R. Wylie+6 more
doaj +1 more source
Neuroimaging Feature Extraction using a Neural Network Classifier for Imaging Genetics [PDF]
A major issue in the association of genes to neuroimaging phenotypes is the high dimension of both genetic data and neuroimaging data. In this article, we tackle the latter problem with an eye toward developing solutions that are relevant for disease prediction.
arxiv +1 more source
Neuroimaging has revolutionized our understanding of brain function and has become an essential tool for researchers studying neurological disorders.
Chiahui Yen, Chia-Li Lin, M. Chiang
semanticscholar +1 more source
Neuroimaging in Narcolepsy [PDF]
Narcolepsy is a chronic neurological disorder, has no specific cause, and is characterized by excessive daytime sleepiness and uncontrollable sleep attacks. In case of strong emotions such as laughter, anger or joy, a cataplexy (sudden loss of muscle tone, lasting for a short period of time) may occur (1, 2).
Hakyemez, BAHATTİN+5 more
openaire +7 more sources
BackgroundRelative cerebral blood volume (rCBV) obtained from dynamic susceptibility contrast (DSC) MRI is widely used to distinguish high grade glioma recurrence from post treatment radiation effects (PTRE).
Aliya Anil+7 more
doaj +1 more source
Neuroimaging in Schizophrenia [PDF]
Schizophrenia is a chronic psychotic disorder with a lifetime prevalence of about 1%. Onset is typically in adolescence or early adulthood; characteristic symptoms include positive symptoms, negative symptoms, and impairments in cognition. Neuroimaging studies have shown substantive evidence of brain structural, functional, and neurochemical ...
Keshavan, Matcheri S.+5 more
openaire +3 more sources
Evaluating blood–brain barrier permeability in a rat model of type 2 diabetes
Background This is an exploratory study using a novel imaging modality, quantitative ultrashort time-to-echo, contrast enhanced (QUTE-CE) magnetic resonance imaging to evaluate the permeability of the blood–brain barrier in a rat model of type 2 diabetes
Ju Qiao+4 more
doaj +1 more source