Neuroimage-Clinical

Article	Citations
Neuroimaging in Functional Neurological Disorder: State of the Field and Research Agenda	94
Lesion Quantification Toolkit: A MATLAB software tool for estimating grey matter damage and white matter disconnections in patients with focal brain lesions	73
A deep learning algorithm for automatic detection and classification of acute intracranial hemorrhages in head CT scans	72
Open science datasets from PREVENT-AD, a longitudinal cohort of pre-symptomatic Alzheimer’s disease	63
Brain-based sex differences in autism spectrum disorder across the lifespan: A systematic review of structural MRI, fMRI, and DTI findings	63
Cognitive impairment and depression: Meta-analysis of structural magnetic resonance imaging studies	56
Reduced functional connectivity of default mode network subsystems in depression: Meta-analytic evidence and relationship with trait rumination	54
Cross-cohort generalizability of deep and conventional machine learning for MRI-based diagnosis and prediction of Alzheimer’s disease	51
Anhedonia correlates with functional connectivity of the nucleus accumbens subregions in patients with major depressive disorder	48
Choroid plexus enlargement is associated with neuroinflammation and reduction of blood brain barrier permeability in depression	48
Deep learning applications for the classification of psychiatric disorders using neuroimaging data: Systematic review and meta-analysis	46
The network collapse in multiple sclerosis: An overview of novel concepts to address disease dynamics	37
Differential vulnerability of the cerebellum in healthy ageing and Alzheimer’s disease	36
Multimodal FDG-PET and EEG assessment improves diagnosis and prognostication of disorders of consciousness	35
Leptomeningeal enhancement in multiple sclerosis and other neurological diseases: A systematic review and Meta-Analysis	35
Brain/MINDS beyond human brain MRI project: A protocol for multi-level harmonization across brain disorders throughout the lifespan	35
Multi-modal biomarkers of low back pain: A machine learning approach	34
Towards a tractography-based risk stratification model for language area associated gliomas	34
Tau aggregation and increased neuroinflammation in athletes after sports-related concussions and in traumatic brain injury patients – A PET/MR study	33
Connectivity correlates to predict essential tremor deep brain stimulation outcome: Evidence for a common treatment pathway	33
Role of artificial intelligence in MS clinical practice	33
Task- and resting-state fMRI studies in multiple sclerosis: From regions to systems and time-varying analysis. Current status and future perspective	33
Artificial intelligence for classification of temporal lobe epilepsy with ROI-level MRI data: A worldwide ENIGMA-Epilepsy study	32
Sex/gender differences in the human autistic brains: A systematic review of 20 years of neuroimaging research	32
Longitudinal brain atrophy and CSF biomarkers in early-onset Alzheimer’s disease	31

FDG PET metabolic signatures distinguishing prodromal DLB and prodromal AD	31
Amygdala substructure volumes in Major Depressive Disorder	31
Differential early subcortical involvement in genetic FTD within the GENFI cohort	30
An automatic machine learning approach for ischemic stroke onset time identification based on DWI and FLAIR imaging	30
Mood disorders disrupt the functional dynamics, not spatial organization of brain resting state networks	30
Migraine attacks as a result of hypothalamic loss of control	29
Automatic multiclass intramedullary spinal cord tumor segmentation on MRI with deep learning	28
Diminished prefrontal cortex activation in patients with binge eating disorder associates with trait impulsivity and improves after impulsivity-focused treatment based on a randomized controlled IMPUL	28
Central vein sign: A diagnostic biomarker in multiple sclerosis (CAVS-MS) study protocol for a prospective multicenter trial	28
Brain iron assessment in patients with First-episode schizophrenia using quantitative susceptibility mapping	28
Automatic segmentation, feature extraction and comparison of healthy and stroke cerebral vasculature	28
Brain-age is associated with progression to dementia in memory clinic patients	28
Neural mechanisms of acute stress and trait anxiety in adolescents	27
Slowly expanding lesions relate to persisting black-holes and clinical outcomes in relapse-onset multiple sclerosis	27
Amygdala electrical-finger-print (AmygEFP) NeuroFeedback guided by individually-tailored Trauma script for post-traumatic stress disorder: Proof-of-concept	27
White matter microstructure in children and adolescents with ADHD	27
Adipose tissue distribution from body MRI is associated with cross-sectional and longitudinal brain age in adults	27
Transdiagnostic neuroimaging markers of psychiatric risk: A narrative review	27
Disruption of brainstem monoaminergic fibre tracts in multiple sclerosis as a putative mechanism for cognitive fatigue: a fixel-based analysis	26
icobrain ms 5.1: Combining unsupervised and supervised approaches for improving the detection of multiple sclerosis lesions	26
Cerebello-thalamic activity drives an abnormal motor network into dystonic tremor	26
Automatic segmentation of white matter hyperintensities: validation and comparison with state-of-the-art methods on both Multiple Sclerosis and elderly subjects	25
Fast and equilibrium CEST imaging of brain tumor patients at 3T	25
Ultra-high field magnetic resonance imaging in human epilepsy: A systematic review	25
Sensitivity of portable low-field magnetic resonance imaging for multiple sclerosis lesions	25
The functional neural architecture of dysfunctional reward processing in autism	25
Optical brain imaging and its application to neurofeedback	25
Sex differences in off-target binding using tau positron emission tomography	24
Electric field strength induced by electroconvulsive therapy is associated with clinical outcome	24
Dynamic functional connectivity as a neural correlate of fatigue in multiple sclerosis	24
Ibudilast (MN-166) in amyotrophic lateral sclerosis- an open label, safety and pharmacodynamic trial	24
Cognitive and functional connectivity impairment in post-COVID-19 olfactory dysfunction	23
Cortical fractal dimension predicts disability worsening in Multiple Sclerosis patients	23
Resting-state electroencephalographic biomarkers of Alzheimer’s disease	23
The sequence of structural, functional and cognitive changes in multiple sclerosis	23
Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: Emerging machine learning techniques and future avenues	23
Altered brain structural connectivity in patients with longstanding gut inflammation is correlated with psychological symptoms and disease duration	23
Sex differences in brain aging among adults with family history of Alzheimer’s disease and APOE4 genetic risk	22
MRI predictors of pharmacotherapy response in major depressive disorder	22
Reduced cortical cholinergic innervation measured using [18F]-FEOBV PET imaging correlates with cognitive decline in mild cognitive impairment	22
Birth weight is associated with brain tissue volumes seven decades later but not with MRI markers of brain ageing	22
Brain age prediction using fMRI network coupling in youths and associations with psychiatric symptoms	22
Homotopic redistribution of functional connectivity in insula-centered diffuse low-grade glioma	22
Subacute functional connectivity correlates with cognitive recovery six months after stroke	22
Regional brain atrophy and cognitive decline depend on definition of subjective cognitive decline	22
Manual and automated tissue segmentation confirm the impact of thalamus atrophy on cognition in multiple sclerosis: A multicenter study	22
Electroencephalographic signatures of the binge drinking pattern during adolescence and young adulthood: A PRISMA-driven systematic review	22
Alteration of brain structural connectivity in progression of Parkinson's disease: A connectome-wide network analysis	21
Alcohol consumption and MRI markers of brain structure and function: Cohort study of 25,378 UK Biobank participants	21
Gender-related neuroanatomical differences in alcohol dependence: findings from the ENIGMA Addiction Working Group	21

From pathology to MRI and back: Clinically relevant biomarkers of multiple sclerosis lesions	21
Fronto-parietal involvement in chronic stroke motor performance when corticospinal tract integrity is compromised	21
Structural brain disconnectivity mapping of post-stroke fatigue	20
Glucose fluxes in glycolytic and oxidative pathways detected in vivo by deuterium magnetic resonance spectroscopy reflect proliferation in mouse glioblastoma	20
Ex vivo MRI and histopathology detect novel iron-rich cortical inflammation in frontotemporal lobar degeneration with tau versus TDP-43 pathology	20
Cognition mediates the relation between structural network efficiency and gait in small vessel disease	20
QSMRim-Net: Imbalance-aware learning for identification of chronic active multiple sclerosis lesions on quantitative susceptibility maps	20
A prospective cohort study of prodromal Alzheimer’s disease: Prospective Imaging Study of Ageing: Genes, Brain and Behaviour (PISA)	20
Differences in electric field strength between clinical and non-clinical populations induced by prefrontal tDCS: A cross-diagnostic, individual MRI-based modeling study	20
Altered structural connectome in non-lesional newly diagnosed focal epilepsy: Relation to pharmacoresistance	20
Real-time fMRI neurofeedback amygdala training may influence kynurenine pathway metabolism in major depressive disorder	20
Disrupted coupling between salience network segregation and glucose metabolism is associated with cognitive decline in Alzheimer's disease – A simultaneous resting-state FDG-PET/fMRI study	20
The progressive loss of brain network fingerprints in Amyotrophic Lateral Sclerosis predicts clinical impairment	20
FDG-PET in presymptomatic C9orf72 mutation carriers	20
Brain volumetry in fetuses that deliver very preterm: An MRI pilot study	20
Edge-centric analysis of stroke patients: An alternative approach for biomarkers of lesion recovery	19
Brain diffusion alterations in patients with COVID-19 pathology and neurological manifestations	19
In vivo nucleus basalis of Meynert degeneration in mild cognitive impairment with Lewy bodies	19
Link between structural connectivity of the medial forebrain bundle, functional connectivity of the ventral tegmental area, and anhedonia in unipolar depression	19
Low-frequency electrical stimulation reduces cortical excitability in the human brain	19
Motor-related oscillatory activity in schizophrenia according to phase of illness and clinical symptom severity	18
DeepGRAI (Deep Gray Rating via Artificial Intelligence): Fast, feasible, and clinically relevant thalamic atrophy measurement on clinical quality T2-FLAIR MRI in multiple sclerosis	18
Alterations in the volume of thalamic nuclei in patients with schizophrenia and persistent auditory hallucinations	18
Extracting seizure onset from surface EEG with independent component analysis: Insights from simultaneous scalp and intracerebral EEG	18
Functional connectivity alterations between default mode network and occipital cortex in patients with obsessive-compulsive disorder (OCD)	18
Automatic segmentation of the choroid plexuses: Method and validation in controls and patients with multiple sclerosis	18
MRI markers of functional connectivity and tissue microstructure in stroke-related motor rehabilitation: A systematic review	18
Disrupted brain connectivity in children treated with therapeutic hypothermia for neonatal encephalopathy	18
Cognitive control network connectivity differentially disrupted in treatment resistant schizophrenia	18
Disorder- and emotional context-specific neurofunctional alterations during inhibitory control in generalized anxiety and major depressive disorder	18
Preserved fractal character of structural brain networks is associated with covert consciousness after severe brain injury	18
Spectral decomposition of EEG microstates in post-traumatic stress disorder	18
Revealing vascular abnormalities and measuring small vessel density in multiple sclerosis lesions using USPIO	18
Effects of hyperbaric oxygen therapy on functional and structural connectivity in post-COVID-19 condition patients: A randomized, sham-controlled trial	18
Hyperglycemia associated with acute brain injury in neonatal encephalopathy	18
White matter lesions may be an early marker for age-related cognitive decline	18
T1/T2-weighted ratio in multiple sclerosis: A longitudinal study with clinical associations	17
The impact of premature extrauterine exposure on infants’ stimulus-evoked brain activity across multiple sensory systems	17
Modulation of dorsolateral prefrontal cortex functional connectivity after intermittent theta-burst stimulation in depression: Combining findings from fNIRS and fMRI	17
Salience network glutamate and brain connectivity in medication-naïve first episode patients – A multimodal magnetic resonance spectroscopy and resting state functional connectivity MRI study	17
ALL-Net: Anatomical information lesion-wise loss function integrated into neural network for multiple sclerosis lesion segmentation	17
Linking cerebellar functional gradients to transdiagnostic behavioral dimensions of psychopathology	17
Gray matter abnormalities follow non-random patterns of co-alteration in autism: Meta-connectomic evidence	17
Widespread white matter aberration is associated with the severity of apathy in amnestic Mild Cognitive Impairment: Tract-based spatial statistics analysis	17
Resting state functional connectivity in the default mode network: Relationships between cannabis use, gender, and cognition in adolescents and young adults	17
Association of network connectivity via resting state functional MRI with consciousness, mortality, and outcomes in neonatal acute brain injury	17
Impact of the reperfusion status for predicting the final stroke infarct using deep learning	17
Altered cingulate structures and the associations with social awareness deficits and CNTNAP2 gene in autism spectrum disorder	17
Linking objective measures of physical activity and capability with brain structure in healthy community dwelling older adults	16
Abnormal habenula functional connectivity characterizes treatment-resistant depression	16
Tourette syndrome as a motor disorder revisited – Evidence from action coding	16
Brain activity of the emotional circuit in Parkinson’s disease patients with freezing of gait	16
Behavioral and neurocognitive effects of judo training on working memory capacity in children with ADHD: A randomized controlled trial	16
Reconfiguration dynamics of a language-and-memory network in healthy participants and patients with temporal lobe epilepsy	16
Dynamic functional connectome predicts individual working memory performance across diagnostic categories	16
Anterior precuneus related to the recovery of consciousness	16
Magnetoencephalography abnormalities in adult mild traumatic brain injury: A systematic review	16
Predicting outcomes of cross-sex hormone therapy in transgender individuals with gender incongruence based on pre-therapy resting-state brain connectivity	16
Neuroimaging correlates of gait abnormalities in progressive supranuclear palsy	16
Multiscale neural modeling of resting-state fMRI reveals executive-limbic malfunction as a core mechanism in major depressive disorder	16
Mild traumatic brain injury impairs the coordination of intrinsic and motor-related neural dynamics	16
The link between gliomas infiltration and white matter architecture investigated with electron microscopy and diffusion tensor imaging	16
White matter hyperintensities classified according to intensity and spatial location reveal specific associations with cognitive performance	16
Brain structural correlates of autistic traits across the diagnostic divide: A grey matter and white matter microstructure study	16
Resting-state brain oscillations predict cognitive function in psychiatric disorders: A transdiagnostic machine learning approach	16
Utility of quantitative susceptibility mapping and diffusion kurtosis imaging in the diagnosis of early Parkinson’s disease	16
Structural magnetic resonance imaging demonstrates volumetric brain abnormalities in down syndrome: Newborns to young adults	16
Imaging the neural underpinnings of freezing of gait in Parkinson’s disease	15
Advanced spinal cord MRI in multiple sclerosis: Current techniques and future directions	15
A neural noise account of Gilles de la Tourette syndrome	15
Blood-brain barrier dysfunction significantly correlates with serum matrix metalloproteinase-7 (MMP-7) following traumatic brain injury	15
Hypothalamus and amygdala functional connectivity at rest in narcolepsy type 1	15
Reduced anxiety and changes in amygdala network properties in adolescents with training for awareness, resilience, and action (TARA)	15
Multiple sclerosis lesions and atrophy in the spinal cord: Distribution across vertebral levels and correlation with disability	15
White matter microstructural impairments in amyotrophic lateral sclerosis: A mean apparent propagator MRI study	15
Motor function and white matter connectivity in children cooled for neonatal encephalopathy	15
Hearing voices in the head: Two meta-analyses on structural correlates of auditory hallucinations in schizophrenia	15
Cervical and thoracic cord atrophy in multiple sclerosis phenotypes: Quantification and correlation with clinical disability	15
White matter hyperintensity distribution differences in aging and neurodegenerative disease cohorts	15
Altered hippocampal functional connectivity patterns in patients with cognitive impairments following ischaemic stroke: A resting-state fMRI study	15

Differential patterns of gray matter volumes and associated gene expression profiles in cognitively-defined Alzheimer’s disease subgroups	15
Network topology changes in chronic mild traumatic brain injury (mTBI)	15
Degradation of EEG microstates patterns in subjective cognitive decline and mild cognitive impairment: Early biomarkers along the Alzheimer’s Disease continuum?	15
Atypical delta-band phase consistency and atypical preferred phase in children with dyslexia during neural entrainment to rhythmic audio-visual speech	15
Resting functional connectivity in the semantic appraisal network predicts accuracy of emotion identification	15
Developmental changes in fronto-striatal glutamate and their association with functioning during inhibitory control in autism spectrum disorder and obsessive compulsive disorder	15
Segregated circuits for phonemic and semantic fluency: A novel patient-tailored disconnection study	15
Neurobiological substrates of the positive formal thought disorder in schizophrenia revealed by seed connectome-based predictive modeling	15
Association between composite scores of domain-specific cognitive functions and regional patterns of atrophy and functional connectivity in the Alzheimer’s disease spectrum	15
Neurofeedback-guided kinesthetic motor imagery training in Parkinson’s disease: Randomized trial	14
Associations between neonatal hypoglycaemia and brain volumes, cortical thickness and white matter microstructure in mid-childhood: An MRI study	14
Accelerated brain aging in major depressive disorder and antidepressant treatment response: A CAN-BIND report	14
Tractography of supplementary motor area projections in progressive speech apraxia and aphasia	14
The influence of FAAH genetic variation on physiological, cognitive, and neural signatures of fear acquisition and extinction learning in women with PTSD	14
Aberrant default mode connectivity in adolescents with early-onset psychosis: A resting state fMRI study	14
Explainable classification of Parkinson’s disease using deep learning trained on a large multi-center database of T1-weighted MRI datasets	14
Lack of association between acute stroke, post-stroke dementia, race, and β-amyloid status	14
Imaging cortical multiple sclerosis lesions with ultra-high field MRI	14
Neural mapping of anhedonia across psychiatric diagnoses: A transdiagnostic neuroimaging analysis	14
Common and distinct brain networks of autoscopic phenomena	14
Resting state prefrontal cortex oxygenation in adolescent non-suicidal self-injury – A near-infrared spectroscopy study	14
Understanding brain function in vascular cognitive impairment and dementia with EEG and MEG: A systematic review	14
Disentangling the effects of age and mild traumatic brain injury on brain network connectivity: A resting state fMRI study	14
Multi-site harmonization of MRI data uncovers machine-learning discrimination capability in barely separable populations: An example from the ABIDE dataset	14
Brainstem functional oscillations across the migraine cycle: A longitudinal investigation	14
Measuring brain glucose metabolism in order to predict response to antidepressant or placebo: A randomized clinical trial	14
Source EEG reveals that Rolandic epilepsy is a regional epileptic encephalopathy	14
Functional connectivity of spoken language processing in early-stage Parkinson’s disease: An MEG study	14
Advanced diffusion imaging to track progression in Parkinson’s disease, multiple system atrophy, and progressive supranuclear palsy	14
Resting-state functional network connectivity underlying eating disorder symptoms in healthy young adults	14
A link between frontal white matter integrity and dizziness in cerebral small vessel disease	14
Metabolic brain pattern in dementia with Lewy bodies: Relationship to Alzheimer’s disease topography	14
Fully automated detection of paramagnetic rims in multiple sclerosis lesions on 3T susceptibility-based MR imaging	14
Structural changes to primary visual cortex in the congenital absence of cone input in achromatopsia	14
Neural basis of positive and negative emotion regulation in remitted depression	14
Wavelet-based neurovascular coupling can predict brain abnormalities in neonatal encephalopathy	14
Periventricular gradient of T1 tissue alterations in multiple sclerosis	13
Individual differences in striatal and amygdala response to emotional faces are related to symptom severity in social anxiety disorder	13
Structural MRI and functional connectivity features predict current clinical status and persistence behavior in prescription opioid users	13
Cognitive reserve hypothesis in frontotemporal dementia: A FDG-PET study	13
Potential structural trait markers of depression in the form of alterations in the structures of subcortical nuclei and structural covariance network properties	13
The unique role of the frontal aslant tract in speech and language processing	13
Aberrant brain oscillatory coupling from the primary motor cortex in children with autism spectrum disorders	13
Segmental alterations of the corpus callosum in motor neuron disease: A DTI and texture analysis in 575 patients	13
Detection of advanced brain aging in schizophrenia and its structural underpinning by using normative brain age metrics	13
Patterns of grey and white matter changes differ between bulbar and limb onset amyotrophic lateral sclerosis	13
Evaluating transcranial magnetic stimulation (TMS) induced electric fields in pediatric stroke	13
White matter network disruption and cognitive correlates underlying impaired memory awareness in mild cognitive impairment	13
Neural correlates of resilience to the effects of hippocampal atrophy on memory	13
Neurofibrillary tau depositions emerge with subthreshold cerebral beta-amyloidosis in down syndrome	13
Neural mechanisms of foreign accent syndrome: Lesion and network analysis	13
Regional brain morphology predicts pain relief in trigeminal neuralgia	13
The impact of mild-to-severe hearing loss on the neural dynamics serving verbal working memory processing in children	13
EEG measures of sensorimotor processing and their development are abnormal in children with isolated dystonia and dystonic cerebral palsy	13
FLAIR MRI biomarkers of the normal appearing brain matter are related to cognition	13
A functional magnetic resonance imaging investigation of prefrontal cortex deep transcranial magnetic stimulation efficacy in adults with attention deficit/hyperactive disorder: A double blind, random	12
A multivariate Bayesian classification algorithm for cerebral stage prediction by diffusion tensor imaging in amyotrophic lateral sclerosis	12
Contralateral improvement of cerebrovascular reactivity and TIA frequency after unilateral revascularization surgery in moyamoya vasculopathy	12
Anxious attachment is associated with heightened responsivity of a parietofrontal cortical network that monitors peri-personal space	12
CT angiographic radiomics signature for risk stratification in anterior large vessel occlusion stroke	12
Increased risk for cerebral small vessel disease is associated with quantitative susceptibility mapping in HIV infected and uninfected individuals	12
Associations of subclinical cerebral small vessel disease and processing speed in non-demented subjects: A 7-year study	12
Dissociating regional gray matter density and gray matter volume in autism spectrum condition	12
Ketamine’s modulation of cerebro-cerebellar circuitry during response inhibition in major depression	12
Longitudinal fixel-based analysis reveals restoration of white matter alterations following balance training in young brain-injured patients	12
ARTS: A novel In-vivo classifier of arteriolosclerosis for the older adult brain	12
Sleep discrepancy is associated with alterations in the salience network in patients with insomnia disorder: An EEG-fMRI study	12
Automated multiclass tissue segmentation of clinical brain MRIs with lesions	12
Patterns of brain activity during a set-shifting task linked to mild behavioral impairment in Parkinson’s disease	12
Changes in brain connectivity linked to multisensory processing of pain modulation in migraine with acupuncture treatment	12
Contributions of childhood abuse and neglect to reward neural substrates in adolescence	12
Aberrant levels of cortical myelin distinguish individuals with depressive disorders from healthy controls	12
Multi-centre classification of functional neurological disorders based on resting-state functional connectivity	12
Resting state brain dynamics: Associations with childhood sexual abuse and major depressive disorder	12
Oh brother, where art tau? Amyloid, neurodegeneration, and cognitive decline without elevated tau	12
Longitudinal clinical and neuroanatomical correlates of memory impairment in motor neuron disease	12
Repetitive Transcranial Magnetic Stimulation-Associated Changes in Neocortical Metabolites in Major Depression: A Systematic Review	12
The association between white matter hyperintensities and amyloid and tau deposition	12
Cerebral white matter connectivity, cognition, and age-related macular degeneration	12
Uncinate fasciculus and its cortical terminals in aphasia after subcortical stroke: A multi-modal MRI study	12
Mapping working memory-specific dysfunction using a transdiagnostic approach	12
White matter abnormalities in misophonia	12
TSPO PET upregulation predicts epileptic phenotype at disease onset independently from chronic TSPO expression in a rat model of temporal lobe epilepsy	12
Volitional modification of brain activity in adolescents with Autism Spectrum Disorder: A Bayesian analysis of Slow Cortical Potential neurofeedback	11
Brain perfusion imaging in neonates	11
An integrated measure of GABA to characterize post-stroke plasticity	11
Structural reorganization of the cerebral cortex after vestibulo-cerebellar stroke	11
MAGNIMS recommendations for harmonization of MRI data in MS multicenter studies	11
Causal structure discovery identifies risk factors and early brain markers related to evolution of white matter hyperintensities	11
Atypically high influence of subcortical activity on primary sensory regions in autism	11
Focal cervical spinal stenosis causes mechanical strain on the entire cervical spinal cord tissue – A prospective controlled, matched-pair analysis based on phase-contrast MRI	11
Myelination may be impaired in neonates following birth asphyxia	11
Ventricular features as reliable differentiators between bvFTD and other dementias	11
Timing of selective basal ganglia white matter loss in premanifest Huntington’s disease	11
Dopaminergic pathways and resting-state functional connectivity in Parkinson’s disease with freezing of gait	11