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Author: Andre F Marquand

Rankings

  • All-time downloads: 26,818 (rank: 8,180 )
  • Categories:
    • bioinformatics: 2,978 (rank: 5,621 (tie) )
    • genetics: 8,225 (rank: 2,348 (tie) )
    • neurology: 839 (rank: 2,034 )
    • neuroscience: 13,386 (rank: 1,048 )
    • psychiatry and clinical psychology: 1,390 (rank: 1,086 )

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Preprints

The genetic architecture of the human cerebral cortex

genetics more details view paper
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    • Site-wide: 1,381
    • In genetics: 35
  • Year to date:
    • Site-wide: 23,144
  • Since beginning of last month:
    • Site-wide: 46,537

Beyond accuracy: Measures for assessing machine learning models, pitfalls and guidelines

neuroscience more details view paper
  • Downloaded 3,364 times
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    • Site-wide: 4,658
    • In neuroscience: 370
  • Year to date:
    • Site-wide: 7,379
  • Since beginning of last month:
    • Site-wide: 17,879

Controlling for effects of confounding variables on machine learning predictions

bioinformatics more details view paper
  • Downloaded 1,958 times
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    • Site-wide: 10,279
    • In bioinformatics: 1,162
  • Year to date:
    • Site-wide: 3,828
  • Since beginning of last month:
    • Site-wide: 9,373

Brain Aging in Major Depressive Disorder: Results from the ENIGMA Major Depressive Disorder working group

neuroscience more details view paper
  • Downloaded 1,584 times
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    • Site-wide: 14,068
    • In neuroscience: 1,526
  • Year to date:
    • Site-wide: 87,355
  • Since beginning of last month:
    • Site-wide: 133,575

Planar cell polarity pathway and development of the human visual cortex

neuroscience more details view paper
  • Downloaded 881 times
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    • Site-wide: 34,292
    • In neuroscience: 4,487
  • Year to date:
    • Site-wide: 78,021
  • Since beginning of last month:
    • Site-wide: 90,980

Predicting individual clinical trajectories of depression with generative embedding

psychiatry and clinical psychology more details view paper
  • Downloaded 845 times
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    • Site-wide: 36,393
    • In psychiatry and clinical psychology: 134
  • Year to date:
    • Site-wide: 80,726
  • Since beginning of last month:
    • Site-wide: 67,780

Predicting cognitive and mental health traits and their polygenic architecture using large-scale brain connectomics

neuroscience more details view paper
  • Downloaded 841 times
  • Download rankings, all-time:
    • Site-wide: 36,661
    • In neuroscience: 4,867
  • Year to date:
    • Site-wide: 31,626
  • Since beginning of last month:
    • Site-wide: 15,250

Normative modeling of neuroimaging data using generalized additive models of location scale and shape

neuroscience more details view paper
  • Downloaded 778 times
  • Download rankings, all-time:
    • Site-wide: 41,038
    • In neuroscience: 5,560
  • Year to date:
    • Site-wide: 7,907
  • Since beginning of last month:
    • Site-wide: 13,401

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
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    • Site-wide: 45,268
    • In neuroscience: 6,225
  • Year to date:
    • Site-wide: 8,819
  • Since beginning of last month:
    • Site-wide: 10,296

Patterns of socio-cognitive stratification and perinatal risk in the child brain

neuroscience more details view paper
  • Downloaded 696 times
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    • Site-wide: 48,074
    • In neuroscience: 6,669
  • Year to date:
    • Site-wide: 125,564
  • Since beginning of last month:
    • Site-wide: 114,322

Functional corticostriatal connection topographies predict goal directed behaviour in humans

neuroscience more details view paper
  • Downloaded 676 times
  • Download rankings, all-time:
    • Site-wide: 49,925
    • In neuroscience: 6,990
  • Year to date:
    • Site-wide: 131,867
  • Since beginning of last month:
    • Site-wide: 81,935

Mapping dopaminergic projections in the human brain with resting-state fMRI

neurology more details view paper
  • Downloaded 657 times
  • Download rankings, all-time:
    • Site-wide: 51,895
    • In neurology: 131
  • Year to date:
    • Site-wide: 10,327
  • Since beginning of last month:
    • Site-wide: 14,877

Accommodating site variation in neuroimaging data using normative and hierarchical Bayesian models

bioinformatics more details view paper
  • Downloaded 618 times
  • Download rankings, all-time:
    • Site-wide: 56,350
    • In bioinformatics: 5,586
  • Year to date:
    • Site-wide: 11,417
  • Since beginning of last month:
    • Site-wide: 41,587

Phenotyping the preterm brain: characterising individual deviations from normative volumetric development in two large infant cohorts

neuroscience more details view paper
  • Downloaded 598 times
  • Download rankings, all-time:
    • Site-wide: 58,842
    • In neuroscience: 8,362
  • Year to date:
    • Site-wide: 19,481
  • Since beginning of last month:
    • Site-wide: 26,832

Replicating extensive brain structural heterogeneity in individuals with schizophrenia and bipolar disorder

psychiatry and clinical psychology more details view paper
  • Downloaded 545 times
  • Download rankings, all-time:
    • Site-wide: 65,914
    • In psychiatry and clinical psychology: 253
  • Year to date:
    • Site-wide: 50,863
  • Since beginning of last month:
    • Site-wide: 93,353

Warped Bayesian Linear Regression for Normative Modelling of Big Data

neuroscience more details view paper
  • Downloaded 520 times
  • Download rankings, all-time:
    • Site-wide: 69,829
    • In neuroscience: 10,130
  • Year to date:
    • Site-wide: 14,893
  • Since beginning of last month:
    • Site-wide: 12,868

Modeling longitudinal imaging biomarkers with parametric Bayesian multi-task learning

neuroscience more details view paper
  • Downloaded 519 times
  • Download rankings, all-time:
    • Site-wide: 69,908
    • In neuroscience: 10,161
  • Year to date:
    • Site-wide: 121,576
  • Since beginning of last month:
    • Site-wide: 137,212

The Normative Modeling Framework for Computational Psychiatry

neuroscience more details view paper
  • Downloaded 466 times
  • Download rankings, all-time:
    • Site-wide: 78,957
    • In neuroscience: 11,631
  • Year to date:
    • Site-wide: 17,656
  • Since beginning of last month:
    • Site-wide: 18,316

Charting Brain Growth and Aging at High Spatial Precision

neuroscience more details view paper
  • Downloaded 460 times
  • Download rankings, all-time:
    • Site-wide: 80,079
    • In neuroscience: 11,801
  • Year to date:
    • Site-wide: 18,011
  • Since beginning of last month:
    • Site-wide: 20,384

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: 81,772
    • In neuroscience: 12,071
  • Year to date:
    • Site-wide: 88,567
  • Since beginning of last month:
    • Site-wide: 102,584

Dissecting the heterogeneous cortical anatomy of autism spectrum disorder using normative models

neuroscience more details view paper
  • Downloaded 418 times
  • Download rankings, all-time:
    • Site-wide: 88,233
    • In neuroscience: 13,064
  • Year to date:
    • Site-wide: 137,747
  • Since beginning of last month:
    • Site-wide: 97,064

Rapid processing and quantitative evaluation of multicontrast EPImix scans for adaptive multimodal imaging

neuroscience more details view paper
  • Downloaded 407 times
  • Download rankings, all-time:
    • Site-wide: 90,589
    • In neuroscience: 13,457
  • Year to date:
    • Site-wide: 21,780
  • Since beginning of last month:
    • Site-wide: 4,638

Federated Multi-Site Normative Modeling using Hierarchical Bayesian Regression

bioinformatics more details view paper
  • Downloaded 402 times
  • Download rankings, all-time:
    • Site-wide: 91,622
    • In bioinformatics: 8,042
  • Year to date:
    • Site-wide: 22,161
  • Since beginning of last month:
    • Site-wide: 27,303

Deep neural networks learn general and clinically relevant representations of the ageingbrain

neurology more details view paper
  • Downloaded 182 times
  • Download rankings, all-time:
    • Site-wide: 146,369
    • In neurology: 795
  • Year to date:
    • Site-wide: 64,647
  • Since beginning of last month:
    • Site-wide: 5,998

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