Research graph
References from Brain cognition gaps reveal associations with dopamine and factors related to brain health through artificial intelligence prediction of functional connectome. Local targets link to admitted publications; unresolved targets remain external evidence.
Disruption of large-scale brain systems in advanced aging
10.1016/j.neuron.2007.10.038 · 2007 · External reference
The contribution of physical exercise to brain resilience
10.3389/fnbeh.2020.626769 · 2020 · External reference
A fast diffeomorphic image registration algorithm
10.1016/j.neuroimage.2007.07.007 · 2007 · External reference
Age-related differences in dynamic interactions among default mode, frontoparietal control, and dorsal attention networks during resting-state and interference resolution
10.3389/fnagi.2017.00152 · 2017 · External reference
Increased functional homotopy of the prefrontal cortex is associated with corpus callosum degeneration and working memory decline
10.1016/j.neurobiolaging.2020.08.008 · 2020 · External reference
Linking cognitive aging to alterations in dopamine neurotransmitter functioning: Recent data and future avenues
10.1016/j.neubiorev.2009.12.008 · 2010 · External reference
Effects of working-memory training on striatal dopamine release
10.1126/science.1204978 · 2011 · External reference
The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations
10.1037//0022-3514.51.6.1173 · 1986 · External reference
Robust prediction of individual creative ability from brain functional connectivity
10.1073/pnas.1713532115 · 2018 · External reference
Dopamine synthesis capacity is associated with D2/3 receptor binding but not dopamine release
10.1038/npp.2017.180 · 2018 · External reference
Temporal fluctuations in the brain’s modular architecture during movie-watching
10.1016/j.neuroimage.2020.116687 · 2020 · External reference
Functional connectivity in the motor cortex of resting human brain using echo-planar MRI
10.1002/mrm.1910340409 · 1995 · External reference
Bored, distracted, and forgetful: the impact of mind wandering and boredom on memory encoding
10.1177/17470218211026301 · 2022 · External reference
The evolution of distributed association networks in the human brain
10.1016/j.tics.2013.09.017 · 2013 · External reference
Hierarchical region-network sparsity for high-dimensional inference in brain imaging
10.1007/978-3-319-59050-9_26 · 2017 · External reference
Machine learning: supervised methods
10.1038/nmeth.4551 · 2018 · External reference
Machine learning for precision psychiatry: opportunities and challenges
10.1016/j.bpsc.2017.11.007 · 2018 · External reference
Maintenance, reserve and compensation: the cognitive neuroscience of healthy ageing
10.1038/s41583-018-0068-2 · 2018 · External reference
Aging and the resting state: cognition is not obsolete
10.1080/23273798.2016.1265658 · 2017 · External reference
Unresolved reference
1971 · External reference
Brain hemispheric involvement in visuospatial and verbal divergent thinking
10.1016/j.neuroimage.2019.116065 · 2019 · External reference
Shared and unique brain network features predict cognitive, personality, and mental health scores in the ABCD study
10.1038/s41467-022-29766-8 · 2022 · External reference
10.1007/978-3-319-55524-9_22
10.1007/978-3-319-55524-9_22 · 2016 · External reference
Keras
2022 · External reference
Predicting age using neuroimaging: innovative brain ageing biomarkers
10.1016/j.tins.2017.10.001 · 2017 · External reference
Task activations produce spurious but systematic inflation of task functional connectivity estimates
10.1016/j.neuroimage.2018.12.054 · 2019 · External reference
Inverted-U-shaped dopamine actions on human working memory and cognitive control
10.1016/j.biopsych.2011.03.028 · 2011 · External reference
General cardiovascular risk profile for use in primary care: the framingham heart study
10.1161/circulationaha.107.699579 · 2008 · External reference
Effects of aging on functional and structural brain connectivity
10.1016/j.neuroimage.2017.01.077 · 2017 · External reference
Attenuation of dopamine-modulated prefrontal value signals underlies probabilistic reward learning deficits in old age
10.7554/elife.26424 · 2017 · External reference
An end-to-end platform for machine learning
2022 · External reference
Prediction of individual brain maturity using fMRI
10.1126/science.1194144 · 2010 · External reference
Multimodal image analysis of apparent brain age identifies physical fitness as predictor of brain maintenance
10.1093/cercor/bhab019 · 2021 · External reference
Neurocognitive architecture of working memory
10.1016/j.neuron.2015.09.020 · 2015 · External reference
AI-based prediction of cognitive function
2026 · External reference
A method for using blocked and event-related fMRI data to study “resting state” functional connectivity
10.1016/j.neuroimage.2006.11.051 · 2007 · External reference
A deep network model on dynamic functional connectivity with applications to gender classification and intelligence prediction
10.3389/fnins.2020.00881 · 2020 · External reference
Association of cardiovascular risk trajectory with cognitive decline and incident dementia
10.1212/wnl.0000000000200255 · 2022 · External reference
Resting-state functional connectivity in normal brain aging
10.1016/j.neubiorev.2013.01.017 · 2013 · External reference
Aging effects on whole-brain functional connectivity in adults free of cognitive and psychiatric disorders
10.1093/cercor/bhv190 · 2016 · External reference
Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity
10.1038/nn.4135 · 2015 · External reference
Individual variation in functional brain connectivity: implications for personalized approaches to psychiatric disease
10.31887/dcns.2016.18.3/efinn · 2016 · External reference
Can brain state be manipulated to emphasize individual differences in functional connectivity?
10.1016/j.neuroimage.2017.03.064 · 2017 · External reference
Is it time to put rest to rest?
10.1016/j.tics.2021.09.005 · 2021 · External reference
Movie-watching outperforms rest for functional connectivity-based prediction of behavior
10.1016/j.neuroimage.2021.117963 · 2021 · External reference
Naturalistic imaging: The use of ecologically valid conditions to study brain function
10.1016/j.neuroimage.2021.118776 · 2022 · External reference
Unbiased nonlinear average age-appropriate brain templates from birth to adulthood
10.1016/s1053-8119(09)70884-5 · 2009 · External reference
Unbiased average age-appropriate atlases for pediatric studies
10.1016/j.neuroimage.2010.07.033 · 2011 · External reference
Clinical applications of resting state functional connectivity
10.3389/fnsys.2010.00019 · 2010 · External reference
Movement-related effects in fMRI time-series
10.1002/mrm.1910350312 · 1996 · External reference
Prediction as a humanitarian and pragmatic contribution from human cognitive neuroscience
10.1016/j.neuron.2014.10.047 · 2015 · External reference
State and trait components of functional connectivity: individual differences vary with mental state
10.1523/jneurosci.1324-15.2015 · 2015 · External reference
The use of resting state data in an integrative approach to studying neurocognitive ageing - Commentary on Campbell and Schacter (2016)
10.1080/23273798.2016.1251600 · 2017 · External reference
Effective connectivity inferred from fMRI transition dynamics during movie viewing points to a balanced reconfiguration of cortical interactions
10.1016/j.neuroimage.2017.09.061 · 2018 · External reference
Image-based method for retrospective correction of physiological motion effects in fMRI: RETROICOR
10.1002/1522-2594(200007)44:1<162::aid-mrm23>3.0.co;2-e · 2000 · External reference
How to interpret resting-state fMRI: Ask Your Participants
10.1523/jneurosci.1786-20.2020 · 2021 · External reference
Age-related differences in the human hippocampus: behavioral, structural and functional measures
10.1007/978-3-319-50406-3_7 · 2017 · External reference
Task-induced brain state manipulation improves prediction of individual traits
10.1038/s41467-018-04920-3 · 2018 · External reference
Different partial volume correction methods lead to different conclusions: an (18)F-FDG-PET study of aging
10.1016/j.neuroimage.2016.02.042 · 2016 · External reference
BOLD variability is related to dopaminergic neurotransmission and cognitive aging
10.1093/cercor/bhv029 · 2016 · External reference
The nuisance of nuisance regression: spectral misspecification in a common approach to resting-state fMRI preprocessing reintroduces noise and obscures functional connectivity
10.1016/j.neuroimage.2013.05.116 · 2013 · External reference
Intersubject synchronization of cortical activity during natural vision
10.1126/science.1089506 · 2004 · External reference
Deep Residual Learning for Image Recognition
10.1109/cvpr.2016.90 · 2015 · External reference
Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics
10.1016/j.neuroimage.2019.116276 · 2020 · External reference
Correlation of alcohol craving with striatal dopamine synthesis capacity and D2/3 receptor availability: a combined
10.1176/appi.ajp.162.8.1515 · 2005 · External reference
Resting-state functional connectivity predicts neuroticism and extraversion in novel individuals
10.1093/scan/nsy002 · 2018 · External reference
Densely connected convolutional networks
10.1109/cvpr.2017.243 · 2016 · External reference
The impact of physiological noise correction on fMRI at 7 T
10.1016/j.neuroimage.2011.04.018 · 2011 · External reference
Relation between presynaptic and postsynaptic dopaminergic functions measured by positron emission tomography: implication of dopaminergic tone
10.1523/jneurosci.6024-10.2011 · 2011 · External reference
Task-evoked activity quenches neural correlations and variability across cortical areas
10.1371/journal.pcbi.1007983 · 2020 · External reference
A functional connectivity-based neuromarker of sustained attention generalizes to predict recall in a reading task
10.1016/j.neuroimage.2017.10.019 · 2018 · External reference
Machine learning and deep learning
10.1007/s12525-021-00475-2 · 2021 · External reference
Distance-based functional criticality in the human brain: intelligence and emotional intelligence
10.1186/s12859-021-03973-4 · 2021 · External reference
Biphasic patterns of age-related differences in dopamine D1 receptors across the adult lifespan
10.1016/j.celrep.2023.113107 · 2023 · External reference
Aerobic exercise intervention, cognitive performance, and brain structure: results from the Physical Influences on Brain in Aging (PHIBRA) Study
10.3389/fnagi.2016.00336 · 2016 · External reference
Exercise, dopamine, and cognition in older age
10.1016/j.tics.2019.10.006 · 2019 · External reference
The retrosplenial cortex: a memory gateway between the cortical default mode network and the medial temporal lobe
10.1002/hbm.23983 · 2018 · External reference
Cardiovascular factors are related to dopamine integrity and cognition in aging
10.1002/acn3.50927 · 2019 · External reference
Longitudinal support for the correlative triad among aging, dopamine D2-like receptor loss, and memory decline
10.1016/j.neurobiolaging.2024.02.001 · 2024 · External reference
Tracking thoughts: Exploring the neural architecture of mental time travel during mind-wandering
10.1016/j.neuroimage.2016.12.031 · 2017 · External reference
The PhysIO toolbox for modeling physiological noise in fMRI Data
10.1016/j.jneumeth.2016.10.019 · 2017 · External reference
Ratio of dopamine synthesis capacity to D2 receptor availability in ventral striatum correlates with central processing of affective stimuli
10.1007/s00259-007-0683-z · 2008 · External reference
Brain health and the role of exercise in maintaining late-life cognitive reserve: a narrative review providing the neuroprotective mechanisms of exercise
10.1016/j.jagp.2022.01.067 · 2022 · External reference
Self-rated intensity of habitual physical activities is positively associated with dopamine D2/3 receptor availability and cognition
10.1016/j.neuroimage.2018.07.036 · 2018 · External reference
Altered resting state functional connectivity of the cognitive control network in fibromyalgia and the modulation effect of mind-body intervention
10.1007/s11682-018-9875-3 · 2019 · External reference
Dedifferentiation of caudate functional organization is linked to reduced D1 dopamine receptor availability and poorer memory function in aging
10.1101/2024.03.18.585623 · 2024 · External reference
Intrinsic functional connectivity among memory networks does not predict individual differences in narrative recall
10.1162/imag_a_00169 · 2024 · External reference
Is working memory capacity spearman’s g?
2013 · External reference
Simplified reference tissue model for PET receptor studies
10.1006/nimg.1996.0066 · 1996 · External reference
Neuromodulation and aging: implications of aging neuronal gain control on cognition
10.1016/j.conb.2014.07.009 · 2014 · External reference
Fully convolutional network ensembles for white matter hyperintensities segmentation in MR images
10.1016/j.neuroimage.2018.07.005 · 2018 · External reference
Topologically reorganized connectivity architecture of default-mode, executive-control, and salience networks across working memory task loads
10.1093/cercor/bhu316 · 2016 · External reference
Resting-state functional connectivity in the dorsal attention network relates to behavioral performance in spatial attention tasks and may show task-related adaptation
10.3389/fnhum.2021.757128 · 2021 · External reference
Rectified linear units improve restricted boltzmann machines
2010 · External reference
COBRA: a prospective multimodal imaging study of dopamine, brain structure and function, and cognition
10.1016/j.brainres.2014.09.010 · 2015 · External reference
10.1007/978-3-030-02925-8_7
10.1007/978-3-030-02925-8_7 · 2018 · External reference
The neurobiology of brain and cognitive reserve: mental and physical activity as modulators of brain disorders
10.1016/j.pneurobio.2009.10.001 · 2009 · External reference
Distinct and common large-scale networks of the hippocampal long axis in older age: links to episodic memory and dopamine D2 receptor availability
10.1093/cercor/bhab023 · 2021 · External reference
DyNAMiC: a prospective longitudinal study of dopamine and brain connectomes: a new window into cognitive aging
10.1002/jnr.25039 · 2022 · External reference
Memory aging and brain maintenance
10.1016/j.tics.2012.04.005 · 2012 · External reference
Dopamine D2 receptor availability is linked to hippocampal–caudate functional connectivity and episodic memory
10.1073/pnas.1606309113 · 2016 · External reference
Individual differences in brain aging: heterogeneity in cortico-hippocampal but not caudate atrophy rates
10.1093/cercor/bhac400 · 2023 · External reference
Is resting state fmri better than individual characteristics at predicting cognition?
10.1101/2023.02.18.529076 · 2023 · External reference
Balance between transmitter availability and dopamine D2 receptors in prefrontal cortex influences memory functioning
10.1093/cercor/bhz142 · 2020 · External reference
Dopamine D1-signaling modulates maintenance of functional network segregation in aging
10.1016/j.nbas.2023.100079 · 2023 · External reference
Deep learning for neuroimaging: a validation study
10.3389/fnins.2014.00229 · 2014 · External reference
Establishment of best practices for evidence for prediction: a review
10.1001/jamapsychiatry.2019.3671 · 2020 · External reference
Functional network organization of the human brain
10.1016/j.neuron.2011.09.006 · 2011 · External reference
Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion
10.1016/j.neuroimage.2011.10.018 · 2012 · External reference
SPSS and SAS procedures for estimating indirect effects in simple mediation models
10.3758/bf03206553 · 2004 · External reference
A neuromarker of sustained attention from whole-brain functional connectivity
10.1038/nn.4179 · 2016 · External reference
Longitudinal evidence for dissociation of anterior and posterior MTL resting-state connectivity in aging: links to perfusion and memory
10.1093/cercor/bhw233 · 2016 · External reference
Neurocognitive profiles of older adults with working-memory dysfunction
10.1093/cercor/bhy062 · 2018 · External reference
Dopamine D2/3 Binding potential modulates neural signatures of working memory in a load-dependent fashion
10.1523/jneurosci.1493-18.2018 · 2019 · External reference
Association of APOE ɛ4 and Plasma p-tau181 with preclinical alzheimer’s disease and longitudinal change in hippocampus function
10.3233/jad-210673 · 2022 · External reference
Local-global parcellation of the human cerebral cortex from intrinsic functional connectivity MRI
10.1093/cercor/bhx179 · 2018 · External reference
The role of the salience network in cognitive and affective deficits
10.3389/fnhum.2023.1133367 · 2023 · External reference
The principal features and mechanisms of dopamine modulation in the prefrontal cortex
10.1016/j.pneurobio.2004.05.006 · 2004 · External reference
Dissociable intrinsic connectivity networks for salience processing and executive control
10.1523/jneurosci.5587-06.2007 · 2007 · External reference
Grad-CAM: visual explanations from deep networks via gradient-based localization
10.1007/s11263-019-01228-7 · 2020 · External reference
A network model of catecholamine effects: gain, signal-to-noise ratio, and behavior
10.1126/science.2392679 · 1990 · External reference
Dopamine signaling modulates the stability and integration of intrinsic brain networks
10.1093/cercor/bhy264 · 2019 · External reference
Using connectome-based predictive modeling to predict individual behavior from brain connectivity
10.1038/nprot.2016.178 · 2017 · External reference
The science of mind wandering: empirically navigating the stream of consciousness
10.1146/annurev-psych-010814-015331 · 2015 · External reference
Brain aging comprises many modes of structural and functional change with distinct genetic and biophysical associations
10.7554/elife.52677 · 2020 · External reference
Brain-wide functional connectivity patterns support general cognitive ability and mediate effects of socioeconomic status in youth
10.1038/s41398-021-01704-0 · 2021 · External reference
Dropout: a simple way to prevent neural networks from overfitting
2014 · External reference
Neural correlates of personal goal processing during episodic future thinking and mind-wandering: an ALE meta-analysis
10.1002/hbm.22818 · 2015 · External reference
Neuroimaging-based individualized prediction of cognition and behavior for mental disorders and health: methods and promises
10.1016/j.biopsych.2020.02.016 · 2020 · External reference
On the importance of initialization and momentum in deep learning
2013 · External reference
Task-free MRI predicts individual differences in brain activity during task performance
10.1126/science.aad8127 · 2016 · External reference
Brain age has limited utility as a biomarker for capturing fluid cognition in older individuals
10.7554/elife.87297 · 2024 · External reference
Heterogeneous aging across multiple organ systems and prediction of chronic disease and mortality
10.1038/s41591-023-02296-6 · 2023 · External reference
Priming and human memory systems
10.1126/science.2296719 · 1990 · External reference
Working memory and fluid intelligence: capacity, attention control, and secondary memory retrieval
10.1016/j.cogpsych.2014.01.003 · 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
Deep learning predictions of survival based on MRI in amyotrophic lateral sclerosis
10.1016/j.nicl.2016.10.008 · 2017 · External reference
Can we predict who will benefit from cognitive-behavioural therapy? a systematic review and meta-analysis of machine learning studies
10.1016/j.cpr.2022.102193 · 2022 · External reference
On the prediction of human intelligence from neuroimaging: a systematic review of methods and reporting
10.1016/j.intell.2022.101654 · 2022 · External reference
Beyond functional connectivity: deep learning applied to resting-state fMRI time series in the prediction of 58 human traits in the HCP
10.1101/2024.03.07.583858 · 2024 · External reference
Association between decline in brain dopamine activity with age and cognitive and motor impairment in healthy individuals
10.1176/ajp.155.3.344 · 1998 · External reference
Parallel loss of presynaptic and postsynaptic dopamine markers in normal aging
10.1002/ana.410440125 · 1998 · External reference
Puzzlingly high correlations in fmri studies of emotion, personality, and social cognition
10.1111/j.1745-6924.2009.01125.x · 2009 · External reference
Intrinsic functional connectivity in the default mode network predicts mnemonic discrimination: a connectome-based modeling approach
10.1002/hipo.23393 · 2022 · External reference
Building better biomarkers: brain models in translational neuroimaging
10.1038/nn.4478 · 2017 · External reference
Supranormal stimulation of D1 dopamine receptors in the rodent prefrontal cortex impairs spatial working memory performance
10.1523/jneurosci.17-21-08528.1997 · 1997 · External reference
Cortical connectivity gradients and local timescales during cognitive states are modulated by cognitive loads
10.1007/s00429-022-02564-0 · 2022 · External reference
Task fMRI paradigms may capture more behaviorally relevant information than resting-state functional connectivity
10.1016/j.neuroimage.2023.119946 · 2023 · External reference
Connectome-based model predicts episodic memory performance in individuals with subjective cognitive decline and amnestic mild cognitive impairment
10.1016/j.bbr.2021.113387 · 2021 · External reference
