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A. Mechelli · SciRah

Researcher profile · Semantic Scholar

A. Mechelli

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A. Mechelli — researcher profile on SciRah

h-index: 79
Works: 226
Citations: 25K

Most-cited papers

Brain charts for the human lifespan
R. Bethlehem, J. Seidlitz, S. White, J. Vogel +201 more
2021Nature1,643 citations Open access
Semantic Scholar
The hubs of the human connectome are generally implicated in the anatomy of brain disorders
N. Crossley, A. Mechelli, Jessica Scott, F. Carletti +3 more
2014Brain : a journal of neurology1,129 citations Open access
Semantic Scholar
Cognitive relevance of the community structure of the human brain functional coactivation network
N. Crossley, A. Mechelli, P. Vértes, T. Winton-Brown +4 more
2013Proceedings of the National Academy of Sciences of the United States of America476 citations Open access
Semantic Scholar
Common Dysfunction of Large-Scale Neurocognitive Networks Across Psychiatric Disorders.
Zhiqiang Sha, T. Wager, A. Mechelli, Yong He
2019Biological Psychiatry342 citations Open access
Semantic Scholar
Machine learning for brain age prediction: Introduction to methods and clinical applications
L. Baecker, R. Garcia-Dias, S. Vieira, C. Scarpazza +1 more
2021EBioMedicine245 citations Open access
Semantic Scholar
Amygdala activation in maltreated children during pre-attentive emotional processing
E. McCrory, S. De Brito, Philip A. Kelly, G. Bird +4 more
2013British Journal of Psychiatry217 citations Open access
Semantic Scholar
Connectome gradient dysfunction in major depression and its association with gene expression profiles and treatment outcomes
Ming-Rui Xia, Jin Liu, A. Mechelli, Xiaoyi Sun +22 more
2022Molecular Psychiatry197 citations
Semantic Scholar
The effects of psychotherapy on brain function: a systematic and critical review.
Alessio Barsaglini, G. Sartori, Stefania Benetti, W. Pettersson-Yeo +1 more
2014Progress in neurobiology182 citations
Semantic Scholar
Clustering analysis
R. Garcia-Dias, S. Vieira, W. H. Lopez Pinaya, A. Mechelli
2020Machine-mediated learning174 citations
Semantic Scholar
Symptom Dimensions of the Psychotic Symptom Rating Scales in Psychosis: A Multisite Study
T. Woodward, Kwanghee Jung, Heungsun Hwang, John Yin +21 more
2014Schizophrenia bulletin128 citations Open access
Semantic Scholar
Using deep autoencoders to identify abnormal brain structural patterns in neuropsychiatric disorders: A large‐scale multi‐sample study
W. H. L. Pinaya, A. Mechelli, J. Sato
2018Human Brain Mapping124 citations Open access
Semantic Scholar
Urban Mind: Using Smartphone Technologies to Investigate the Impact of Nature on Mental Well-Being in Real Time
Ioannis Bakolis, Ryan Hammoud, Michael Smythe, Johanna Gibbons +3 more
2018BioScience119 citations Open access
Semantic Scholar
Dysconnectivity of Large-Scale Functional Networks in Early Psychosis: A Meta-analysis
A. O'Neill, A. Mechelli, S. Bhattacharyya
2018Schizophrenia bulletin118 citations Open access
Semantic Scholar
Transdiagnostic Dysfunctions in Brain Modules Across Patients with Schizophrenia, Bipolar Disorder, and Major Depressive Disorder: A Connectome-Based Study.
Qing Ma, Yan-Qing Tang, Fei Wang, Xu-Hong Liao +5 more
2019Schizophrenia bulletin117 citations Open access
Semantic Scholar
The University of Birmingham ( Live System ) Reduced orbitofrontal and temporal grey matter in a community sample of maltreated children
S. De Brito, E. Viding, C. Sebastian, Philip A. Kelly +3 more
2016110 citations
Semantic Scholar
Using genetic, cognitive and multi-modal neuroimaging data to identify ultra-high-risk and first-episode psychosis at the individual level
W. Pettersson-Yeo, Stefania Benetti, A. Marquand, F. Dell'Acqua +5 more
2013Psychological Medicine110 citations Open access
Semantic Scholar
Using graph convolutional network to characterize individuals with major depressive disorder across multiple imaging sites
Kun Qin, Du Lei, W. H. L. Pinaya, Nan-Fang Pan +5 more
2022EBioMedicine107 citations Open access
Semantic Scholar
Brain age prediction: A comparison between machine learning models using region‐ and voxel‐based morphometric data
L. Baecker, Jessica Dafflon, P. D. Da Costa, R. Garcia-Dias +6 more
2021Human Brain Mapping105 citations Open access
Semantic Scholar
Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual
Du Lei, W. H. L. Pinaya, Jonathan Young, T. van Amelsvoort +13 more
2019Human Brain Mapping100 citations Open access
Semantic Scholar
Clinically meaningful biomarkers for psychosis: a systematic and quantitative review.
D. Prata, A. Mechelli, S. Kapur
2014Neuroscience and Biobehavioral Reviews99 citations
Semantic Scholar
Using Machine Learning and Structural Neuroimaging to Detect First Episode Psychosis: Reconsidering the Evidence
S. Vieira, Q. Gong, W. H. L. Pinaya, C. Scarpazza +13 more
2019Schizophrenia bulletin92 citations Open access
Semantic Scholar
Using normative modelling to detect disease progression in mild cognitive impairment and Alzheimer’s disease in a cross-sectional multi-cohort study
W. H. L. Pinaya, C. Scarpazza, R. Garcia-Dias, S. Vieira +8 more
2021Scientific Reports86 citations Open access
Semantic Scholar
Altered Hub Functioning and Compensatory Activations in the Connectome: A Meta-Analysis of Functional Neuroimaging Studies in Schizophrenia
N. Crossley, A. Mechelli, Cedric E. Ginestet, M. Rubinov +2 more
2015Schizophrenia bulletin82 citations Open access
Semantic Scholar
Longitudinal Changes in Resting-State Cerebral Activity in Patients with First-Episode Schizophrenia: A 1-Year Follow-up Functional MR Imaging Study.
Fei Li, Lui Su, L. Yao, Jun-Mei Hu +5 more
2016Radiology80 citations Open access
Semantic Scholar
Quantitative Prediction of Individual Psychopathology in Trauma Survivors Using Resting-State fMRI
Q. Gong, Ling-Jiang Li, Mingying Du, W. Pettersson-Yeo +5 more
2013Neuropsychopharmacology79 citations Open access
Semantic Scholar
Multivariate pattern analysis of DTI reveals differential white matter in individuals with obsessive-compulsive disorder
Fei Li, Xiao-Qi Huang, Wan-Jie Tang, Yan-Chun Yang +4 more
2013Human Brain Mapping79 citations Open access
Semantic Scholar
Graph Convolutional Networks Reveal Network-Level Functional Dysconnectivity in Schizophrenia
Du Lei, Kun Qin, W. H. L. Pinaya, Jonathan Young +13 more
2022Schizophrenia bulletin77 citations Open access
Semantic Scholar
Neuroharmony: A new tool for harmonizing volumetric MRI data from unseen scanners
R. Garcia-Dias, C. Scarpazza, L. Baecker, S. Vieira +31 more
2020NeuroImage75 citations Open access
Semantic Scholar
Detecting schizophrenia at the level of the individual: relative diagnostic value of whole-brain images, connectome-wide functional connectivity and graph-based metrics
Du Lei, W. H. L. Pinaya, T. van Amelsvoort, M. Marcelis +14 more
2019Psychological Medicine68 citations Open access
Semantic Scholar
Smartphone-based ecological momentary assessment reveals mental health benefits of birdlife
Ryan Hammoud, S. Tognin, Lucie Burgess, Nicol Bergou +6 more
2022Scientific Reports66 citations Open access
Semantic Scholar
A transdiagnostic neuroanatomical signature of psychiatric illness
Q. Gong, C. Scarpazza, Jing Dai, Man-Xi He +10 more
2018Neuropsychopharmacology65 citations Open access
Semantic Scholar
Can we predict who will benefit from cognitive-behavioural therapy? A systematic review and meta-analysis of machine learning studies.
S. Vieira, Xinyi Liang, R. Guiomar, A. Mechelli
2022Clinical Psychology Review64 citations Open access
Semantic Scholar
Network-Level Dysconnectivity in Drug-Naïve First-Episode Psychosis: Dissociating Transdiagnostic and Diagnosis-Specific Alterations
Q. Gong, Xin-Yu Hu, W. Pettersson-Yeo, Xin Xu +5 more
2016Neuropsychopharmacology62 citations Open access
Semantic Scholar
Lonely in a crowd: investigating the association between overcrowding and loneliness using smartphone technologies
Ryan Hammoud, S. Tognin, Ioannis Bakolis, D. Ivanova +6 more
2021Scientific Reports61 citations Open access
Semantic Scholar
Using clinical information to make individualized prognostic predictions in people at ultra high risk for psychosis
A. Mechelli, A. Lin, S. Wood, P. McGorry +6 more
2017Schizophrenia Research61 citations Open access
Semantic Scholar
Auditory Verbal Hallucinations and Brain Dysconnectivity in the Perisylvian Language Network: A Multimodal Investigation
Stefania Benetti, W. Pettersson-Yeo, P. Allen, M. Catani +5 more
2013Schizophrenia bulletin60 citations Open access
Semantic Scholar
When the single matters more than the group: Very high false positive rates in single case Voxel Based Morphometry
C. Scarpazza, G. Sartori, M. D. De Simone, A. Mechelli
2013NeuroImage59 citations Open access
Semantic Scholar
Psychosocial stress, interpersonal sensitivity, and social withdrawal in clinical high risk for psychosis: a systematic review
A. Georgiades, A. Almuqrin, P. Rubinic, K. Mouhitzadeh +2 more
2023Schizophrenia58 citations Open access
Semantic Scholar
Subtyping Schizophrenia Patients Based on Patterns of Structural Brain Alterations.
Yuan Xiao, W. Liao, Zhiliang Long, B. Tao +15 more
2021Schizophrenia bulletin58 citations Open access
Semantic Scholar
Evidence of reporting biases in voxel‐based morphometry (VBM) studies of psychiatric and neurological disorders
P. Fusar-Poli, J. Raduà, M. Frascarelli, A. Mechelli +5 more
2013Human Brain Mapping58 citations Open access
Semantic Scholar
Autobiographical memory: a candidate latent vulnerability mechanism for psychiatric disorder following childhood maltreatment
E. McCrory, V. Puetz, E. Maguire, A. Mechelli +5 more
2017British Journal of Psychiatry52 citations Open access
Semantic Scholar
Sex differences in socioemotional functioning, attentional bias, and gray matter volume in maltreated children: A multilevel investigation
Philip A. Kelly, E. Viding, V. Puetz, Amy L. Palmer +4 more
2015Development and Psychopathology52 citations Open access
Semantic Scholar
Using Structural Neuroimaging to Make Quantitative Predictions of Symptom Progression in Individuals at Ultra-High Risk for Psychosis
S. Tognin, W. Pettersson-Yeo, I. Valli, C. Hutton +4 more
2014Frontiers in Psychiatry49 citations Open access
Semantic Scholar
Neuroimaging distinction between neurological and psychiatric disorders
N. Crossley, Jessica Scott, I. Ellison-Wright, A. Mechelli
2015The British journal of psychiatry : the journal of mental science47 citations Open access
Semantic Scholar
Reduced parahippocampal cortical thickness in subjects at ultra-high risk for psychosis
S. Tognin, A. Riecher-Rössler, E. Meisenzahl, S. Wood +14 more
2013Psychological Medicine47 citations Open access
Semantic Scholar
Are we really mapping psychosis risk? Neuroanatomical signature of affective disorders in subjects at ultra high risk
G. Modinos, P. Allen, M. Frascarelli, S. Tognin +11 more
2014Psychological Medicine41 citations Open access
Semantic Scholar
Impact of acute stress on human brain microstructure: An MR diffusion study of earthquake survivors
Long Chen, Lui Su, Qizhu Wu, Wei Zhang +7 more
2013Human Brain Mapping38 citations Open access
Semantic Scholar
Characterization of major depressive disorder using a multiparametric classification approach based on high resolution structural images.
L. Qiu, Xiao-Qi Huang, Junran Zhang, Yuqi Wang +8 more
2014Journal of Psychiatry & Neuroscience37 citations Open access
Semantic Scholar
A Neuroanatomical Signature for Schizophrenia Across Different Ethnic Groups
Q. Gong, P. Dazzan, C. Scarpazza, K. Kasai +10 more
2015Schizophrenia bulletin36 citations Open access
Semantic Scholar
An empirical comparison of different approaches for combining multimodal neuroimaging data with support vector machine
W. Pettersson-Yeo, Stefania Benetti, A. Marquand, R. Joules +5 more
2014Frontiers in Neuroscience36 citations Open access
Semantic Scholar

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