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Author: Richard Dinga

Rankings

  • All-time downloads: 12,158 (rank: 17,521 (tie) )
  • Categories:
    • bioinformatics: 2,144 (rank: 7,437 (tie) )
    • epidemiology: 245 (rank: 25,193 (tie) )
    • neuroscience: 8,805 (rank: 1,716 )
    • psychiatry and clinical psychology: 964 (rank: 1,209 )

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Preprints

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

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    • Site-wide: 4,548
    • In neuroscience: 387
  • Year to date:
    • Site-wide: 6,982
  • Since beginning of last month:
    • Site-wide: 9,743

Evaluating the evidence for biotypes of depression: attempted replication of Drysdale et.al. 2017

neuroscience more details view paper
  • Downloaded 1,956 times
  • Download rankings, all-time:
    • Site-wide: 8,806
    • In neuroscience: 887
  • Year to date:
    • Site-wide: 54,056
  • Since beginning of last month:
    • Site-wide: 53,126

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

neuroscience more details view paper
  • Downloaded 1,524 times
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    • Site-wide: 12,666
    • In neuroscience: 1,386
  • Year to date:
    • Site-wide: 70,040
  • Since beginning of last month:
    • Site-wide: 103,373

Controlling for effects of confounding variables on machine learning predictions

bioinformatics more details view paper
  • Downloaded 1,487 times
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    • Site-wide: 13,170
    • In bioinformatics: 1,541
  • Year to date:
    • Site-wide: 3,936
  • Since beginning of last month:
    • Site-wide: 3,413

Predicting individual clinical trajectories of depression with generative embedding

psychiatry and clinical psychology more details view paper
  • Downloaded 769 times
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    • Site-wide: 34,455
    • In psychiatry and clinical psychology: 122
  • Year to date:
    • Site-wide: 74,157
  • Since beginning of last month:
    • Site-wide: 64,844

Neurovegetative symptom subtypes in young people with major depressive disorder and their structural brain correlates

neuroscience more details view paper
  • Downloaded 574 times
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    • Site-wide: 50,468
    • In neuroscience: 7,239
  • Year to date:
    • Site-wide: 94,982
  • Since beginning of last month:
    • Site-wide: 72,886

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

neuroscience more details view paper
  • Downloaded 517 times
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    • Site-wide: 57,256
    • In neuroscience: 8,341
  • Year to date:
    • Site-wide: 7,161
  • Since beginning of last month:
    • Site-wide: 797

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

neuroscience more details view paper
  • Downloaded 500 times
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    • Site-wide: 59,426
    • In neuroscience: 8,705
  • Year to date:
    • Site-wide: 7,506
  • Since beginning of last month:
    • Site-wide: 9,882

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

bioinformatics more details view paper
  • Downloaded 454 times
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    • Site-wide: 66,052
    • In bioinformatics: 6,389
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    • Site-wide: 8,644
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    • Site-wide: 4,771

Subcortical Shape Alterations in Major Depressive Disorder: Findings from the ENIGMA Major Depressive Disorder Working Group

neuroscience more details view paper
  • Downloaded 411 times
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    • Site-wide: 73,060
    • In neuroscience: 10,898
  • Year to date:
    • Site-wide: 144,706
  • Since beginning of last month:
    • Site-wide: 146,241

Warped Bayesian Linear Regression for Normative Modelling of Big Data

neuroscience more details view paper
  • Downloaded 248 times
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    • Site-wide: 107,240
    • In neuroscience: 16,391
  • Year to date:
    • Site-wide: 20,180
  • Since beginning of last month:
    • Site-wide: 25,420

Metabolomics dissection of depression heterogeneity and related cardiometabolic risk

epidemiology more details view paper
  • Downloaded 245 times
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    • Site-wide: 107,962
    • In epidemiology: 4,498
  • Year to date:
    • Site-wide: 69,719
  • Since beginning of last month:
    • Site-wide: 75,895

Federated Multi-Site Normative Modeling using Hierarchical Bayesian Regression

bioinformatics more details view paper
  • Downloaded 203 times
  • Download rankings, all-time:
    • Site-wide: 118,248
    • In bioinformatics: 9,672
  • Year to date:
    • Site-wide: 26,139
  • Since beginning of last month:
    • Site-wide: 4,717

Predictors of suicidal thoughts and behavior in children: results from penalized logistic regression analyses in the ABCD study

psychiatry and clinical psychology more details view paper
  • Downloaded 195 times
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    • Site-wide: 120,339
    • In psychiatry and clinical psychology: 544
  • Year to date:
    • Site-wide: 27,439
  • Since beginning of last month:
    • Site-wide: 60,228

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