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References from The Laplacian eigenmaps dimensionality reduction of fMRI data for discovering stimulus-induced changes in the resting-state brain activity. Local targets link to admitted publications; unresolved targets remain external evidence.
Multiscale nature of network traffic
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Resting-state functional connectivity in the human connectome project: current status and relevance to understanding psychopathology
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Laplacian eigenmaps for dimensionality reduction and data representation
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Cortico-limbic connectivity changes following fear extinction and relationships with trait anxiety
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Instantaneous brain dynamics mapped to a continuous state space
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Altered resting-state functional connectivity of basolateral and centromedial amygdala complexes in posttraumatic stress disorder
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Diffusion maps
2006 · External reference
Curvilinear component analysis: a self-organizing neural network for nonlinear mapping of data sets
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The human brainnetome Atlas: a new brain Atlas based on connectional architecture
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Classification of fMRI resting-state maps using machine learning techniques: a comparative study
10.1063/1.5012477 · 2017 · External reference
ISOMAP and machine learning algorithms for the construction of embedded functional connectivity networks of anatomically separated brain regions fromresting state fMRI data of patients with Schizophrenia
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The study of fear extinction: implications for anxiety disorders
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Accurate estimation of the intrinsic dimension using graph distances: unraveling the geometric complexity of datasets
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ICA-based artefact removal and accelerated fMRI acquisition for improved resting state network imaging
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Reduced resting-state functional connectivity between amygdala and orbitofrontal cortex in social anxiety disorder
10.1016/j.neuroimage.2011.02.064 · 2011 · External reference
Diffusion-based spatial priors for functional magnetic resonance images
2008 · External reference
Resting-state connectivity in neurodegenerative disorders: is there potential for an imaging biomarker?
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Toward a connectivity gradient-based framework for reproducible biomarker discovery
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Matched signal detection on graphs: theory and application to brain imaging data classification
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Improved optimization for the robust and accurate linear registration and motion correction of brain images
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Altered amygdala resting-state functional connectivity and hemispheric asymmetry in patients with social anxiety disorder
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Machine learning in resting-state fMRI analysis
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Anxiety Dissociates dorsal and ventral medial prefrontal cortex functional connectivity with the amygdala at rest
10.1093/cercor/bhq237 · 2011 · External reference
LEICA: laplacian eigenmaps for group ICA decomposition of fMRI data
2018 · External reference
Latent space cartography: visual analysis of vector space embeddings
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2012 · External reference
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Unresolved reference
2009 · External reference
Dimensionality reduction of fMRI time series data using locally linear embedding
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10.1007/s11055-017-0520-1 · 2017 · External reference
Longitudinal changes of resting-state functional connectivity of amygdala following fear learning and extinction
10.1016/j.ijpsycho.2020.01.002 · 2020 · External reference
UMAP: uniform manifold approximation and projection
10.21105/joss.00861 · 2018 · External reference
The development of a noisy brain
2010 · External reference
Guidelines for reporting an fMRI study
10.1016/j.neuroimage.2007.11.048 · 2008 · External reference
Aberrant amygdala-frontal cortex connectivity during perception of fearful faces and at rest in generalized social anxiety disorder
10.1002/da.22014 · 2013 · External reference
ICA-AROMA: a robust ICA-based strategy for removing motion artifacts from fMRI data
2015 · External reference
Manifold learning on brain functional networks in aging
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Revealing neural correlates of behavior without behavioral measurements
10.1038/s41467-019-12724-2 · 2019 · External reference
Functional and structural connectivity of the amygdala in obsessive-compulsive disorder
10.1016/j.nicl.2016.12.007 · 2017 · External reference
How can studies of resting-state functional connectivity help us understand psychosis as a disorder of brain development?
10.1016/j.conb.2014.10.005 · 2015 · External reference
Cognition and resting-state functional connectivity in schizophrenia
10.1016/j.neubiorev.2015.12.007 · 2016 · External reference
Analysis of event-related fMRI data using diffusion maps
2005 · External reference
Normalized cuts and image segmentation
2000 · External reference
A model of selecting the parameters based on the variance of distance ratios for manifold learning algorithms
2009 · External reference
Locally linear embedding and fMRI feature selection in psychiatric classification
10.1109/jtehm.2019.2936348 · 2019 · External reference
Effective dimensionality reduction for visualizing neural dynamics by laplacian eigenmaps
10.1162/neco_a_01203 · 2019 · External reference
A global geometric framework for nonlinear dimensionality reduction
2000 · External reference
Variance and scale-free properties of resting-state blood oxygenation level-dependent signal after fear memory acquisition and extinction
10.3389/fnhum.2020.509075 · 2020 · External reference
Nonlinear dimension reduction of fMri data: the laplacian embedding approach
2004 · External reference
The metastable brain
10.1016/j.neuron.2013.12.022 · 2014 · External reference
Exploring the brain network: a review on resting-state fMRI functional connectivity
10.1016/j.euroneuro.2010.03.008 · 2010 · External reference
Visualizing data using t-SNE
2008 · External reference
Choosing wavelet methods, filters, and lengths for functional brain network construction
2016 · External reference
Early altered resting-state functional connectivity predicts the severity of post-traumatic stress disorder symptoms in acutely traumatized subjects
2012 · External reference
