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Author: Danilo Bzdok

  • ORCiD: http://orcid.org/0000-0003-3466-6620
  • Most recently observed institution: Department of Biomedical Engineering, McConnell Brain Imaging Centre, Montreal Neurological Institute, Faculty of Medicine, School of Computer Science, McGill University, Montreal, Canada

Rankings

  • All-time downloads: 29,612 (rank: 7,159 )
  • Categories:
    • bioinformatics: 3,518 (rank: 4,572 (tie) )
    • cardiovascular medicine: 1,063 (rank: 563 (tie) )
    • genetic and genomic medicine: 593 (rank: 6,998 (tie) )
    • neurology: 1,142 (rank: 1,492 )
    • neuroscience: 22,187 (rank: 364 )
    • psychiatry and clinical psychology: 868 (rank: 1,796 )
    • scientific communication and education: 241 (rank: 3,921 (tie) )

Downloads per author, site-wide

Preprints

Dark Control: Towards a Unified Account of Default Mode Function by Markov Decision Processes

neuroscience more details view paper
  • Downloaded 3,745 times
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    • Site-wide: 4,002
    • In neuroscience: 301
  • Year to date:
    • Site-wide: 47,890
  • Since beginning of last month:
    • Site-wide: 27,099

Deep Neural Networks and Kernel Regression Achieve Comparable Accuracies for Functional Connectivity Prediction of Behavior and Demographics

neuroscience more details view paper
  • Downloaded 2,742 times
  • Download rankings, all-time:
    • Site-wide: 6,277
    • In neuroscience: 548
  • Year to date:
    • Site-wide: 40,166
  • Since beginning of last month:
    • Site-wide: 44,976

Deep learning for brains?: Different linear and nonlinear scaling in UK Biobank brain images vs. machine-learning datasets

bioinformatics more details view paper
  • Downloaded 1,871 times
  • Download rankings, all-time:
    • Site-wide: 11,068
    • In bioinformatics: 1,244
  • Year to date:
    • Site-wide: 48,392
  • Since beginning of last month:
    • Site-wide: 50,943

Prediction and inference diverge in biomedicine: Simulations and real-world data

bioinformatics more details view paper
  • Downloaded 1,647 times
  • Download rankings, all-time:
    • Site-wide: 13,356
    • In bioinformatics: 1,485
  • Year to date:
    • Site-wide: 144,159
  • Since beginning of last month:
    • Site-wide: 162,882

Shared and unique brain network features predict cognition, personality and mental health in childhood

neuroscience more details view paper
  • Downloaded 1,492 times
  • Download rankings, all-time:
    • Site-wide: 15,611
    • In neuroscience: 1,757
  • Year to date:
    • Site-wide: 9,300
  • Since beginning of last month:
    • Site-wide: 9,265

Subcortical Anatomy of the Default Mode Network: a functional and structural connectivity study

neuroscience more details view paper
  • Downloaded 1,148 times
  • Download rankings, all-time:
    • Site-wide: 23,236
    • In neuroscience: 2,862
  • Year to date:
    • Site-wide: 57,455
  • Since beginning of last month:
    • Site-wide: 49,717

Multi-Scale Network Regression for Brain-Phenotype Associations

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  • Downloaded 1,080 times
  • Download rankings, all-time:
    • Site-wide: 25,547
    • In neuroscience: 3,159
  • Year to date:
    • Site-wide: 139,360
  • Since beginning of last month:
    • Site-wide: 114,309

Fasting alters the gut microbiome with sustained blood pressure and body weight reduction in metabolic syndrome patients

cardiovascular medicine more details view paper
  • Downloaded 1,063 times
  • Download rankings, all-time:
    • Site-wide: 26,190
    • In cardiovascular medicine: 40
  • Year to date:
    • Site-wide: 27,210
  • Since beginning of last month:
    • Site-wide: 83,985

Meta-matching: a simple framework to translate phenotypic predictive models from big to small data

neuroscience more details view paper
  • Downloaded 1,033 times
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    • Site-wide: 27,325
    • In neuroscience: 3,428
  • Year to date:
    • Site-wide: 29,216
  • Since beginning of last month:
    • Site-wide: 32,098

Neuroimaging: Into the Multiverse

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  • Downloaded 977 times
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    • Site-wide: 29,636
    • In neuroscience: 3,777
  • Year to date:
    • Site-wide: 13,298
  • Since beginning of last month:
    • Site-wide: 12,213

Molecular signatures of cognition and affect

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  • Downloaded 916 times
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    • Site-wide: 32,609
    • In neuroscience: 4,241
  • Year to date:
    • Site-wide: 26,599
  • Since beginning of last month:
    • Site-wide: 56,576

Population modeling with machine learning can enhance measures of mental health

neuroscience more details view paper
  • Downloaded 781 times
  • Download rankings, all-time:
    • Site-wide: 41,036
    • In neuroscience: 5,582
  • Year to date:
    • Site-wide: 31,420
  • Since beginning of last month:
    • Site-wide: 13,456

Brain-based ranking of cognitive domains to predict schizophrenia

neuroscience more details view paper
  • Downloaded 760 times
  • Download rankings, all-time:
    • Site-wide: 42,675
    • In neuroscience: 5,833
  • Year to date:
    • Site-wide: 133,738
  • Since beginning of last month:
    • Site-wide: 120,172

Non-linearity matters: a deep learning solution to the generalization of hidden brain patterns across population cohorts

neuroscience more details view paper
  • Downloaded 727 times
  • Download rankings, all-time:
    • Site-wide: 45,525
    • In neuroscience: 6,272
  • Year to date:
    • Site-wide: 9,001
  • Since beginning of last month:
    • Site-wide: 11,640

Bringing Proportional Recovery into Proportion: Bayesian Hierarchical Modelling of Post-Stroke Motor Performance

neurology more details view paper
  • Downloaded 699 times
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    • Site-wide: 48,043
    • In neurology: 122
  • Year to date:
    • Site-wide: 51,943
  • Since beginning of last month:
    • Site-wide: 61,734

Large-Scale Intrinsic Functional Brain Organization Emerges from Three Canonical Spatiotemporal Patterns

neuroscience more details view paper
  • Downloaded 677 times
  • Download rankings, all-time:
    • Site-wide: 50,156
    • In neuroscience: 7,050
  • Year to date:
    • Site-wide: 10,031
  • Since beginning of last month:
    • Site-wide: 70,041

Myeloarchitecture gradients in the human insula serve as blueprints for its diverse connectivity and function

neuroscience more details view paper
  • Downloaded 669 times
  • Download rankings, all-time:
    • Site-wide: 51,092
    • In neuroscience: 7,182
  • Year to date:
    • Site-wide: 82,954
  • Since beginning of last month:
    • Site-wide: 72,400

Patterns of Autism Symptoms: Hidden Structure in the ADOS and ADI-R instruments

psychiatry and clinical psychology more details view paper
  • Downloaded 649 times
  • Download rankings, all-time:
    • Site-wide: 53,157
    • In psychiatry and clinical psychology: 201
  • Year to date:
    • Site-wide: 81,354
  • Since beginning of last month:
    • Site-wide: 122,203

Functional architecture of the aging brain

neuroscience more details view paper
  • Downloaded 646 times
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    • Site-wide: 53,536
    • In neuroscience: 7,577
  • Year to date:
    • Site-wide: 10,848
  • Since beginning of last month:
    • Site-wide: 17,056

Neuropsychiatric copy number variants exert shared effects on human brain structure

genetic and genomic medicine more details view paper
  • Downloaded 593 times
  • Download rankings, all-time:
    • Site-wide: 59,762
    • In genetic and genomic medicine: 283
  • Year to date:
    • Site-wide: 50,913
  • Since beginning of last month:
    • Site-wide: 75,637

Trips and Neurotransmitters: Discovering Principled Patterns across 6,850 Hallucinogenic Experiences

neuroscience more details view paper
  • Downloaded 568 times
  • Download rankings, all-time:
    • Site-wide: 63,115
    • In neuroscience: 9,130
  • Year to date:
    • Site-wide: 13,270
  • Since beginning of last month:
    • Site-wide: 20,279

Hemispheric specialization within the inferior parietal lobe across cognitive domains

neuroscience more details view paper
  • Downloaded 492 times
  • Download rankings, all-time:
    • Site-wide: 74,740
    • In neuroscience: 10,924
  • Year to date:
    • Site-wide: 38,130
  • Since beginning of last month:
    • Site-wide: 22,460

Functional idiosyncrasy has a shared topography with group-level connectivity alterations in autism

neuroscience more details view paper
  • Downloaded 472 times
  • Download rankings, all-time:
    • Site-wide: 78,292
    • In neuroscience: 11,555
  • Year to date:
    • Site-wide: 33,645
  • Since beginning of last month:
    • Site-wide: 53,559

Hidden population modes in social brain morphology: Its parts are more than its sum

neuroscience more details view paper
  • Downloaded 451 times
  • Download rankings, all-time:
    • Site-wide: 82,192
    • In neuroscience: 12,172
  • Year to date:
    • Site-wide: 89,836
  • Since beginning of last month:
    • Site-wide: 107,337

Sex-specific lesion topographies explain outcomes after acute ischemic stroke

neuroscience more details view paper
  • Downloaded 397 times
  • Download rankings, all-time:
    • Site-wide: 93,312
    • In neuroscience: 13,911
  • Year to date:
    • Site-wide: 61,229
  • Since beginning of last month:
    • Site-wide: 83,905

The Cost of Untracked Diversity in Brain-Imaging Prediction

neuroscience more details view paper
  • Downloaded 374 times
  • Download rankings, all-time:
    • Site-wide: 98,440
    • In neuroscience: 14,672
  • Year to date:
    • Site-wide: 25,260
  • Since beginning of last month:
    • Site-wide: 21,083

Multi-tract multi-symptom relationships in pediatric concussions

neurology more details view paper
  • Downloaded 314 times
  • Download rankings, all-time:
    • Site-wide: 113,253
    • In neurology: 430
  • Year to date:
    • Site-wide: 32,587
  • Since beginning of last month:
    • Site-wide: 35,230

Dissecting the midlife crisis: Disentangling social, personality and demographic determinants in social brain anatomy

neuroscience more details view paper
  • Downloaded 307 times
  • Download rankings, all-time:
    • Site-wide: 115,092
    • In neuroscience: 17,242
  • Year to date:
    • Site-wide: 43,769
  • Since beginning of last month:
    • Site-wide: 67,142

Generative lesion pattern decomposition of cognitive impairment after stroke

neuroscience more details view paper
  • Downloaded 304 times
  • Download rankings, all-time:
    • Site-wide: 115,755
    • In neuroscience: 17,361
  • Year to date:
    • Site-wide: 68,749
  • Since beginning of last month:
    • Site-wide: 92,736

Neurocognitive patterns dissociating semantic processing from executive control are linked to more detailed off-task mental time travel

neuroscience more details view paper
  • Downloaded 294 times
  • Download rankings, all-time:
    • Site-wide: 118,442
    • In neuroscience: 17,821
  • Year to date:
    • Site-wide: 160,613
  • Since beginning of last month:
    • Site-wide: 153,043

Human brain anatomy reflects separable genetic and environmental components of socioeconomic status

neuroscience more details view paper
  • Downloaded 262 times
  • Download rankings, all-time:
    • Site-wide: 127,011
    • In neuroscience: 19,131
  • Year to date:
    • Site-wide: 41,882
  • Since beginning of last month:
    • Site-wide: 24,910

Historical and cross-disciplinary trends in the biological and social sciences reveal an accelerating adoption of advanced analytics

scientific communication and education more details view paper
  • Downloaded 241 times
  • Download rankings, all-time:
    • Site-wide: 132,599
    • In scientific communication and education: 733
  • Year to date:
    • Site-wide: 88,425
  • Since beginning of last month:
    • Site-wide: 95,118

Phenotypical predictors of Restless Legs Syndrome in pregnancy and their association with basal ganglia and the limbic circuits

psychiatry and clinical psychology more details view paper
  • Downloaded 219 times
  • Download rankings, all-time:
    • Site-wide: 138,206
    • In psychiatry and clinical psychology: 745
  • Year to date:
    • Site-wide: 95,977
  • Since beginning of last month:
    • Site-wide: 68,748

Population variability in social brain morphology: links to socioeconomic status and health disparity

neuroscience more details view paper
  • Downloaded 182 times
  • Download rankings, all-time:
    • Site-wide: 146,917
    • In neuroscience: 21,923
  • Year to date:
    • Site-wide: 109,304
  • Since beginning of last month:
    • Site-wide: 96,799

Subjective social isolation is linked to subregional alterations in hippocampus-default network co-variation

neuroscience more details view paper
  • Downloaded 181 times
  • Download rankings, all-time:
    • Site-wide: 147,243
    • In neuroscience: 21,943
  • Year to date:
    • Site-wide: 66,318
  • Since beginning of last month:
    • Site-wide: 70,055

Social belonging: Brain structure and function is linked to membership in sports teams, religious groups and social clubs

neuroscience more details view paper
  • Downloaded 151 times
  • Download rankings, all-time:
    • Site-wide: 153,351
    • In neuroscience: 22,833
  • Year to date:
    • Site-wide: 80,517
  • Since beginning of last month:
    • Site-wide: 127,422

Home alone: A population neuroscience investigation of brain morphology substrates

neuroscience more details view paper
  • Downloaded 138 times
  • Download rankings, all-time:
    • Site-wide: 155,444
    • In neuroscience: 23,143
  • Year to date:
    • Site-wide: 87,586
  • Since beginning of last month:
    • Site-wide: 133,932

Social isolation is linked to classical risk factors of Alzheimer's disease-related dementias

neuroscience more details view paper
  • Downloaded 121 times
  • Download rankings, all-time:
    • Site-wide: 157,991
    • In neuroscience: 23,508
  • Year to date:
    • Site-wide: 99,462
  • Since beginning of last month:
    • Site-wide: 41,651

Lacking social support is associated with structural divergences in hippocampus-default network co-variation patterns

neuroscience more details view paper
  • Downloaded 100 times
  • Download rankings, all-time:
    • Site-wide: 160,721
    • In neuroscience: 23,900
  • Year to date:
    • Site-wide: 115,858
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Lesions in putative language and attention regions are linked to more severe strokes in patients with higher white matter hyperintensity burden

neurology more details view paper
  • Downloaded 88 times
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    • Site-wide: 161,873
    • In neurology: 1,007
  • Year to date:
    • Site-wide: 126,148
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    • Site-wide: 22,661

Meta-topologies define distinct anatomical classes of brain tumors linked to histology and survival

neurology more details view paper
  • Downloaded 41 times
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    • Site-wide: 165,182
    • In neurology: 1,055
  • Year to date:
    • Site-wide: 160,705
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    • Site-wide: 81,463

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