Schizophrenia Research

Papers
(The median citation count of Schizophrenia Research is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)
ArticleCitations
The potential impact of COVID-19 on psychosis: A rapid review of contemporary epidemic and pandemic research252
COVID-19, mobile health and serious mental illness90
Language as a biomarker for psychosis: A natural language processing approach81
Sleep and schizophrenia: From epiphenomenon to treatable causal target71
COVID-19 lockdown in people with severe mental disorders in Spain: Do they have a specific psychological reaction compared with other mental disorders and healthy controls?61
Glutamate in schizophrenia: Neurodevelopmental perspectives and drug development61
The impact of COVID-19 on individuals living with serious mental illness58
The role of the gut microbiome in the development of schizophrenia56
NMDA receptor hypofunction for schizophrenia revisited: Perspectives from epigenetic mechanisms48
Schizophrenia and the retina: Towards a 2020 perspective48
Thalamus-related anomalies as candidate mechanism-based biomarkers for psychosis45
Genome-wide association studies in schizophrenia: Recent advances, challenges and future perspective45
A meta-analysis of ultra-high field glutamate, glutamine, GABA and glutathione 1HMRS in psychosis: Implications for studies of psychosis risk44
Cognitive biases in individuals with psychotic-like experiences: A systematic review and a meta-analysis41
A Genetics Perspective on the Role of the (Neuro)Immune System in Schizophrenia40
Relationships between psychiatric symptoms, functioning and personal recovery in psychosis40
A review of negative symptom assessment strategies in youth at clinical high-risk for psychosis40
Changes of psychotic-like experiences and their association with anxiety/depression among young adolescents before COVID-19 and after the lockdown in China40
Meta-analysis of cytokine and C-reactive protein levels in high-risk psychosis39
Gut microbiome in serious mental illnesses: A systematic review and critical evaluation38
The role of glutamate and GABA in cognitive dysfunction in schizophrenia and mood disorders – A systematic review of magnetic resonance spectroscopy studies37
Lower risk of SARS-CoV2 infection in individuals with severe mental disorders on antipsychotic treatment: A retrospective epidemiological study in a representative Spanish population36
Lower speech connectedness linked to incidence of psychosis in people at clinical high risk35
Neurodegenerative model of schizophrenia: Growing evidence to support a revisit34
Everything is connected: Inference and attractors in delusions34
Going deep into schizophrenia with artificial intelligence33
Ambulatory digital phenotyping of blunted affect and alogia using objective facial and vocal analysis: Proof of concept33
North American Prodrome Longitudinal Study (NAPLS 3): Methods and baseline description33
Evidence for altered energy metabolism, increased lactate, and decreased pH in schizophrenia brain: A focused review and meta-analysis of human postmortem and magnetic resonance spectroscopy studies32
Targeting cognition in schizophrenia through transcranial direct current stimulation: A systematic review and perspective32
Internalized stigma among people with schizophrenia: Relationship with socio-demographic, clinical and medication-related features31
Functional network connectivity in early-stage schizophrenia30
Loneliness and psychotic experiences in a general population sample30
Accelerated aging in the brain, epigenetic aging in blood, and polygenic risk for schizophrenia30
Sleep spindle and slow wave abnormalities in schizophrenia and other psychotic disorders: Recent findings and future directions30
Efficacy of transcranial direct current stimulation in ameliorating negative symptoms and cognitive impairments in schizophrenia: A systematic review and meta-analysis30
Systematic review and meta-analysis of the relationship between genetic risk for schizophrenia and facial emotion recognition30
Self-reported social functioning and social cognition in schizophrenia and bipolar disorder: Using ecological momentary assessment to identify the origin of bias29
A systematic review and meta-analysis of cognitive behavioural informed psychological interventions for psychiatric inpatients with psychosis29
Antipsychotic drug use in pregnancy: A multinational study from ten countries29
Insula functional connectivity in schizophrenia29
Comparisons between suicide in persons with serious mental illness, other mental disorders, or no known mental illness: Results from 37 U.S. states, 2003–201729
The “mind” behind the “mask”: Assessing mental states and creating therapeutic alliance amidst COVID-1929
Peripheral complement proteins in schizophrenia: A systematic review and meta-analysis of serological studies29
The gut-microbiome as a target for the treatment of schizophrenia: A systematic review and meta-analysis of randomised controlled trials of add-on strategies29
Long-acting injectable antipsychotics treatment during COVID-19 pandemic – A new challenge29
The three-dimensional landscape of the genome in human brain tissue unveils regulatory mechanisms leading to schizophrenia risk28
Pharmacological treatment strategies for lowering prolactin in people with a psychotic disorder and hyperprolactinaemia: A systematic review and meta-analysis28
Intrinsic brain activity of subcortical-cortical sensorimotor system and psychomotor alterations in schizophrenia and bipolar disorder: A preliminary study28
Neighborhood-level predictors of age at onset and duration of untreated psychosis in first-episode psychotic disorders28
Clinical high risk for psychosis in children and adolescents: A meta-analysis of transition prevalences27
Peripheral immune markers and antipsychotic non-response in psychosis27
Psychosocial interventions for people with schizophrenia or psychosis on minimal or no antipsychotic medication: A systematic review27
Do Indian patients with schizophrenia need half the recommended clozapine dose to achieve therapeutic serum level? An exploratory study27
Characteristics and definitions of ultra-treatment-resistant schizophrenia – A systematic review and meta-analysis26
Comparison of erythrocyte omega-3 index, fatty acids and molecular phospholipid species in people at ultra-high risk of developing psychosis and healthy people26
The insight paradox in schizophrenia: A meta-analysis of the relationship between clinical insight and quality of life26
Definitions of relapse in trials comparing antipsychotic maintenance with discontinuation or reduction for schizophrenia spectrum disorders: A systematic review26
An attachment perspective on the risk for psychosis: Clinical correlates and the predictive value of attachment patterns and mentalization26
Treatment effects on neurometabolite levels in schizophrenia: A systematic review and meta-analysis of proton magnetic resonance spectroscopy studies26
Toward personalized medicine in schizophrenia: Genetics and epigenetics of antipsychotic treatment26
P50 inhibitory sensory gating in schizophrenia: analysis of recent studies26
Relationships between cognitive event-related brain potential measures in patients at clinical high risk for psychosis26
Resting-state functional connectivity predictors of treatment response in schizophrenia – A systematic review and meta-analysis26
Gut microbial changes of patients with psychotic and affective disorders: A systematic review25
Psychiatric drugs impact mitochondrial function in brain and other tissues25
Types, prevalence and gender differences of childhood trauma in first-episode psychosis. What is the evidence that childhood trauma is related to symptoms and functional outcomes in first episode psyc25
Psychometric properties of the 15-item positive subscale of the community assessment of psychic experiences25
Retinal ganglion cells dysfunctions in schizophrenia patients with or without visual hallucinations25
Emotional determinants of life-space through GPS and ecological momentary assessment in schizophrenia: What gets people out of the house?25
Long acting injectable antipsychotic medications: Ensuring care continuity during the COVID-19 pandemic restrictions25
Real-world implementation of precision psychiatry: Transdiagnostic risk calculator for the automatic detection of individuals at-risk of psychosis25
Multiple overlapping dynamic patterns of the visual sensory network in schizophrenia25
The influence of risk factors on the onset and outcome of psychosis: What we learned from the GAP study24
Targeting sleep oscillations to improve memory in schizophrenia24
The association between schizophrenia and the immune system: Review of the evidence from unbiased ‘omic-studies’24
Anatomical integrity within the inferior fronto-occipital fasciculus and semantic processing deficits in schizophrenia spectrum disorders24
Systematic review of racial disparities in clozapine prescribing24
Intermittent theta burst stimulation of cerebellar vermis enhances fronto-cerebellar resting state functional connectivity in schizophrenia with predominant negative symptoms: A randomized controlled 24
Indicated association between polygenic risk score and treatment-resistance in a naturalistic sample of patients with schizophrenia spectrum disorders24
P300 as an index of transition to psychosis and of remission: Data from a clinical high risk for psychosis study and review of literature24
Prolonged rather than hasty decision-making in schizophrenia using the box task. Must we rethink the jumping to conclusions account of paranoia?24
Reward anticipation in schizophrenia: A coordinate-based meta-analysis24
Constipation screening in people taking clozapine: A diagnostic accuracy study23
Retinal single-layer analysis with optical coherence tomography (OCT) in schizophrenia spectrum disorder23
Different patterns of treatment response to Cognitive-Behavioural Therapy for Insomnia (CBT-I) in psychosis23
Progressive reconfiguration of resting-state brain networks as psychosis develops: Preliminary results from the North American Prodrome Longitudinal Study (NAPLS) consortium23
Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series23
Unmask the mind! Importance of video consultations in psychiatry during COVID-19 pandemic23
Reduced sleep spindle density in adolescent patients with early-onset schizophrenia compared to major depressive disorder and healthy controls23
Employment and relationship outcomes in first-episode psychosis: A systematic review and meta-analysis of longitudinal studies23
Altered diffusion in motor white matter tracts in psychosis patients with catatonia23
Counterpoint. Early intervention for psychosis risk syndromes: Minimizing risk and maximizing benefit23
Increased rates of respiratory disease in schizophrenia: A systematic review and meta-analysis including 619,214 individuals with schizophrenia and 52,159,551 controls23
Are we ready for a name change for schizophrenia? A survey of multiple stakeholders23
Area deprivation, urbanicity, severe mental illness and social drift — A population-based linkage study using routinely collected primary and secondary care data23
A conceptualized model linking matrix metalloproteinase-9 to schizophrenia pathogenesis23
Psychotic experiences in student population during the COVID-19 pandemic23
Longitudinal study of inflammatory markers and psychopathology in schizophrenia22
Gender differences in the experience of psychotic-like experiences and their associated factors: A study of adolescents from the general population22
A network meta-analysis of psychological interventions for schizophrenia and psychosis: Impact on symptoms22
Suicide risk in young people at Ultra-High Risk (UHR) of psychosis: Findings from a 2-year longitudinal study22
Adverse childhood experiences and psychotic-like experiences are associated above and beyond shared correlates: Findings from the adolescent brain cognitive development study22
Cognitive remediation plus standard treatment versus standard treatment alone for individuals at ultra-high risk of developing psychosis: Results of the FOCUS randomised clinical trial22
Clarifying the direction of impact of negative symptoms and neurocognition on prospective work functioning in psychosis: A 20-year longitudinal study22
Changes in psychotic-like experiences and related influential factors in technical secondary school and college students during COVID-1922
Structural and diffusion MRI based schizophrenia classification using 2D pretrained and 3D naive Convolutional Neural Networks22
A phase 3, multicenter study to assess the 1-year safety and tolerability of a combination of olanzapine and samidorphan in patients with schizophrenia: Results from the ENLIGHTEN-2 long-term extensio21
Evidence of reward system dysfunction in youth at clinical high-risk for psychosis from two event-related fMRI paradigms21
Risk of diabetic complications and subsequent mortality among individuals with schizophrenia and diabetes - a population-based register study21
Retinal function anomalies in young offspring at genetic risk of schizophrenia and mood disorder: The meaning for the illness pathophysiology21
Theory of mind and schizotypy: A meta-analysis21
Body representations and basic symptoms in schizophrenia21
Prolactin levels influenced by antipsychotic drugs in schizophrenia: A systematic review and network meta-analysis21
Prenatal infection and schizophrenia: A decade of further progress21
The promise of layer-specific neuroimaging for testing predictive coding theories of psychosis21
How continuum beliefs can reduce stigma of schizophrenia: The role of perceived similarities20
White matter brain aging in relationship to schizophrenia and its cognitive deficit20
Predictors of psychosis breakthrough during 24 months of long-acting antipsychotic maintenance treatment in first episode schizophrenia20
Predictors of suicide at time of diagnosis in schizophrenia spectrum disorder: A 20-year total population study in Ontario, Canada20
Mindfulness-based group therapy for in-patients with schizophrenia spectrum disorders – Feasibility, acceptability, and preliminary outcomes of a rater-blinded randomized controlled trial20
Relationship of poor insight to neurocognition, social cognition, and psychiatric symptoms in schizophrenia: A meta-analysis20
Sleep and psychotic symptoms: An actigraphy and diary study with young adults with low and elevated psychosis proneness20
Depressive symptoms during first episode psychosis and functional outcome: A systematic review and meta-analysis20
Blood-based kynurenine pathway alterations in schizophrenia spectrum disorders: A meta-analysis20
Schizophrenia: A developmental disorder with a risk of non-specific but avoidable decline20
Unique contributions of sensory discrimination and gamma synchronization deficits to cognitive, clinical, and psychosocial functional impairments in schizophrenia20
What is obsession? Differentiating obsessive-compulsive disorder and the schizophrenia spectrum20
Chronic smoking and cognition in patients with schizophrenia: A meta-analysis19
The impact of cigarette smoking on life expectancy in schizophrenia, schizoaffective disorder and bipolar affective disorder: An electronic case register cohort study19
The oropharyngeal microbiome is altered in individuals with schizophrenia and mania19
Cognitive motor impairments and brain structure in schizophrenia spectrum disorder patients with a history of catatonia19
The alliance-outcome relationship in individual psychosocial treatment for schizophrenia and early psychosis: A meta-analysis19
Altered self-recognition in patients with schizophrenia19
rTMS and tDCS for the treatment of catatonia: A systematic review19
Construct validity for computational linguistic metrics in individuals at clinical risk for psychosis: Associations with clinical ratings19
Experiential negative symptoms are more predictive of real-life functional outcome than expressive negative symptoms in clinical high-risk states18
Beyond the cognitive insight paradox: Self-reflectivity moderates the relationship between depressive symptoms and general psychological distress in psychosis18
Markers of glutamate and GABA neurotransmission in the prefrontal cortex of schizophrenia subjects: Disease effects differ across anatomical levels of resolution18
Modeling perception and behavior in individuals at clinical high risk for psychosis: Support for the predictive processing framework18
Candidate metabolic biomarkers for schizophrenia in CNS and periphery: Do any possible associations exist?18
Differentiating patients with schizophrenia from healthy controls by hippocampal subfields using radiomics18
Overconfidence in social cognitive decision making: Correlations with social cognitive and neurocognitive performance in participants with schizophrenia and healthy individuals18
Subclinical schizotypal vs. autistic traits show overlapping and diametrically opposed facets in a non-clinical population18
Advanced paternal age and risk of schizophrenia in offspring – Review of epidemiological findings and potential mechanisms18
Social exclusion and rejection across the psychosis spectrum: A systematic review of empirical research18
Rethinking delusions: A selective review of delusion research through a computational lens18
Sleep disturbances and the At Risk Mental State: A systematic review and meta-analysis18
Intervention strategies for ultra-high risk for psychosis: Progress in delaying the onset and reducing the impact of first-episode psychosis18
Antipsychotic treatment strategies for acute phase and treatment resistance in schizophrenia: A systematic review of the guidelines and algorithms17
Telephonic monitoring of patients on clozapine in the resource-poor setting during the COVID-19 pandemic17
Factor analyses of multidimensional symptoms in a large group of patients with major depressive disorder, bipolar disorder, schizoaffective disorder and schizophrenia17
An investigation of retinal layer thicknesses in unaffected first-degree relatives of schizophrenia patients17
Changes in social functioning over the course of psychotic disorders–A meta-analysis17
Dynamic causal modeling of eye gaze processing in schizophrenia17
Cognitive dysfunction in a psychotropic medication-naïve, clinical high-risk sample from the ShangHai-At-Risk-for-Psychosis (SHARP) study: Associations with clinical outcomes17
Childhood inflammatory markers and risks for psychosis and depression at age 24: Examination of temporality and specificity of association in a population-based prospective birth cohort17
Prevalence of N-Methyl-d-Aspartate Receptor antibody (NMDAR-Ab) encephalitis in patients with first episode psychosis and treatment resistant schizophrenia on clozapine, a population based study16
Altered structural connectivity and cytokine levels in Schizophrenia and Genetic high-risk individuals: Associations with disease states and vulnerability16
A systematic review of suicide and suicide attempts in adolescents with psychotic disorders16
Gender differences in the association between environment and psychosis16
Schizophrenia patients and their healthy siblings share decreased prefronto-thalamic connectivity but not increased sensorimotor-thalamic connectivity16
Neuromodulation of sleep rhythms in schizophrenia: Towards the rational design of non-invasive brain stimulation16
First episode psychosis following receipt of first dose of COVID-19 vaccine: A case report16
Gender disparities in clozapine prescription in a cohort of treatment-resistant schizophrenia in the South London and Maudsley case register16
Distinguishing patterns of impairment on inhibitory control and general cognitive ability among bipolar with and without psychosis, schizophrenia, and schizoaffective disorder16
Suicidal thoughts and behavior (STB) and psychosis-risk symptoms among psychiatrically hospitalized adolescents16
Ten-year trajectory and outcomes of negative symptoms of patients with first-episode schizophrenia spectrum disorders16
Immuno-inflammatory changes across phases of early psychosis: The impact of antipsychotic medication and stage of illness15
A meta-analysis of the relationship between psychosis and any type of criminal offending, in both men and women15
Examining which factors influence age of onset in males and females with schizophrenia15
Safety and tolerability of lumateperone 42 mg: An open-label antipsychotic switch study in outpatients with stable schizophrenia15
Longitudinal symptom changes and association with home time in people with schizophrenia: An observational digital phenotyping study15
Optical coherence tomography of the retina in schizophrenia: Inter-device agreement and relations with perceptual function15
“I just don't look forward to anything”. How anticipatory pleasure and negative beliefs contribute to goal-directed activity in patients with negative symptoms of psychosis15
Impact of childhood trauma on positive and negative symptom remission in first episode psychosis15
Persistent negative symptoms in youth at clinical high risk for psychosis: A longitudinal study15
Functional impairment of cortical AMPA receptors in schizophrenia15
A meta-analysis of social cognitive deficits in schizophrenia: Does world region matter?15
The relationship between childhood abuse and severity of psychosis is mediated by loneliness: an experience sampling study15
Choline, folic acid, Vitamin D, and fetal brain development in the psychosis spectrum15
Chronic fatigue and fibromyalgia symptoms are key components of deficit schizophrenia and are strongly associated with activated immune-inflammatory pathways15
Ultrastructural evidence for glutamatergic dysregulation in schizophrenia15
Transcriptomic abnormalities in peripheral blood in bipolar disorder, and discrimination of the major psychoses15
The proteome and its dynamics: A missing piece for integrative multi-omics in schizophrenia15
Reinforcement learning as an intermediate phenotype in psychosis? Deficits sensitive to illness stage but not associated with polygenic risk of schizophrenia in the general population15
Face pareidolia in schizophrenia15
Current psychotic-like experiences among adolescents in China: Identifying risk and protective factors14
Sleep spindle activity in childhood onset schizophrenia: Diminished and associated with clinical symptoms14
Association of the kynurenine pathway metabolites with clinical, cognitive features and IL-1β levels in patients with schizophrenia spectrum disorder and their siblings14
Suicidal ideation in first-episode psychosis: Considerations for depression, positive symptoms, clinical insight, and cognition14
Healthcare costs and resource use associated with negative symptoms of schizophrenia: A systematic literature review14
Lower functional connectivity of white matter during rest and working memory tasks is associated with cognitive impairments in schizophrenia14
Speech disturbances in schizophrenia: Assessing cross-linguistic generalizability of NLP automated measures of coherence14
A symptom combination predicting treatment-resistant schizophrenia – A strategy for real-world clinical practice14
Criterion validity of the Psychotic-Like Experiences Questionnaire for Children (PLEQ-C)14
Interoceptive functioning in schizophrenia and schizotypy14
Aberrant posterior cingulate connectivity classify first-episode schizophrenia from controls: A machine learning study14
Adult outcome of preterm birth: Implications for neurodevelopmental theories of psychosis14
Structural covariance networks in schizophrenia: A systematic review Part I14
Coronovirus infection as a novel delusional topic14
Association of schizophrenia polygenic risk score with data-driven cognitive subtypes: A six-year longitudinal study in patients, siblings and controls14
Neurodevelopmental concepts of schizophrenia in the genome-wide association era: AKT/mTOR signaling as a pathological mediator of genetic and environmental programming during development14
Risk of dementia and death in very-late-onset schizophrenia-like psychosis: A national cohort study14
Incorporating cortisol into the NAPLS2 individualized risk calculator for prediction of psychosis14
Gene expression meta-analysis reveals the down-regulation of three GABA receptor subunits in the superior temporal gyrus of patients with schizophrenia14
Motivational theory-based interventions on health of people with several mental illness: A systematic review and meta-analysis13
Spatial localization of retinal anomalies in regular cannabis users: The relevance of the multifocal electroretinogram13
Reinventing schizophrenia. Updating the construct13
Effects of risperidone monotherapy on the default-mode network in antipsychotic-naïve first-episode schizophrenia: Posteromedial cortex heterogeneity and relationship with the symptom improvements13
Renaming schizophrenia? A survey among psychiatrists, mental health service users and family members in Italy13
Group mindfulness-based therapy for persecutory delusions: A pilot randomised controlled trial13
Decreased cardiovascular death in schizophrenia patients treated with antipsychotics: A Korean national cohort study13
Copy number variations of satellite III (1q12) and ribosomal repeats in health and schizophrenia13
Loneliness and its association with health service utilization in people with a psychotic disorder13
Investigating the diagnostic utility of speech patterns in schizophrenia and their symptom associations13
Add on yoga treatment for negative symptoms of schizophrenia: A multi-centric, randomized controlled trial13
Sensorimotor conflicts induce somatic passivity and louden quiet voices in healthy listeners13
A single psychotomimetic dose of ketamine decreases thalamocortical spindles and delta oscillations in the sedated rat13
Molecular alterations in the medial temporal lobe in schizophrenia13
The relationship between appraisals of voices (auditory verbal hallucinations) and distress in voice-hearers with schizophrenia-spectrum diagnoses: A meta-analytic review13
Complement C4 associations with altered microbial biomarkers exemplify gene-by-environment interactions in schizophrenia13
Cortical gray matter reduction precedes transition to psychosis in individuals at clinical high-risk for psychosis: A voxel-based meta-analysis13
Profile of cognitive deficits in schizophrenia and factor structure of the Czech MATRICS Consensus Cognitive Battery13
Clinical and treatment predictors of relapse during a three-year follow-up of a cohort of first episodes of schizophrenia13
Transcriptome analysis of human induced excitatory neurons supports a strong effect of clozapine on cholesterol biosynthesis13
Virtual reality based cognitive behavioral therapy for paranoia: Effects on mental states and the dynamics among them13
Neurobiological underpinnings of cognitive subtypes in psychoses: A cross-diagnostic cluster analysis13
The glutamate/N-methyl-d-aspartate receptor (NMDAR) model of schizophrenia at 35: On the path from syndrome to disease12
Clozapine treated patients and COVID-19: Ensuring continued care through collaboration12
Persistent cannabis use among young adults with early psychosis receiving coordinated specialty care in the United States12
Social decline in the psychosis prodrome: Predictor potential and heterogeneity of outcome12
Thalamic and striato-pallidal volumes in schizophrenia patients and individuals at risk for psychosis: A multi-atlas segmentation study12
Infections, antibiotic treatment and the Microbiome in relation to schizophrenia12
Could CRP be a differential biomarker of illness stages in schizophrenia? A systematic review and meta-analysis12
Grey-matter abnormalities in clinical high-risk participants for psychosis12
Molecular signaling pathways underlying schizophrenia12
Schizophrenia in the flesh: Revisiting schizophrenia as a disorder of the bodily self12
Mortality and non-use of antipsychotic drugs after acute admission in schizophrenia: A prospective total-cohort study12
Deep learning model using retinal vascular images for classifying schizophrenia12
Induced ideas of reference during social unrest and pandemic in Hong Kong12
Neuroplasticity and inflammatory alterations in the nucleus accumbens are corrected after risperidone treatment in a schizophrenia-related developmental model in rats12
Sleep disturbances in schizophrenia and psychosis12
Longitudinal relationships between mismatch negativity, cognitive performance, and real-world functioning in early psychosis12
Randomized controlled trial of an adjunctive sulforaphane nutraceutical in schizophrenia12
Clinical, behavioural and neural validation of the PANSS amotivation factor12
Exposure to Epstein Barr virus and cognitive functioning in individuals with schizophrenia12
Ensuring care for clozapine-treated schizophrenia patients during the COVID-19 pandemic12
Exploring indigenous ethnic inequities in first episode psychosis in New Zealand – A national cohort study12
Triple network hypothesis-related disrupted connections in schizophrenia: A spectral dynamic causal modeling analysis with functional magnetic resonance imaging12
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