Author: Haochang Shou

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Preprints

Removal of Scanner Effects in Covariance Improves Multivariate Pattern Analysis in Neuroimaging Data

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  • Site-wide: 24,680
  • In neuroscience: 3,188
• Year to date:
  • Site-wide: 23,608
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  • Site-wide: 16,947

Statistical Pitfalls in Brain Age Analyses

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  • Site-wide: 25,177
  • In neuroscience: 3,001
• Year to date:
  • Site-wide: 42,821
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  • Site-wide: 92,240

Harmonization of large multi-site imaging datasets: Application to 10,232 MRIs for the analysis of imaging patterns of structural brain change throughout the lifespan

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  • Site-wide: 28,503
  • In bioinformatics: 3,068
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  • Site-wide: 65,561
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  • Site-wide: 57,151

Multi-scale semi-supervised clustering of brain images: deriving disease subtypes

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  • Site-wide: 79,268
  • In bioinformatics: 7,886
• Year to date:
  • Site-wide: 22,510
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  • Site-wide: 24,719

Quantification of abdominal fat from computed tomography using deep learning and its association with electronic health records in an academic biobank

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  • Site-wide: 92,133
  • In radiology and imaging: 165
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  • Site-wide: 62,882
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Two schizophrenia imaging signatures and their associations with cognition, psychopathology, and genetics in the general population

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  • Site-wide: 114,664
  • In radiology and imaging: 289
• Year to date:
  • Site-wide: 5,600
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  • Site-wide: 11,648

Linking abdominal imaging traits to electronic health record phenotypes

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  • Site-wide: 123,047
  • In radiology and imaging: 258
• Year to date:
  • Site-wide: 118,307
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  • Site-wide: 68,337

Harmonizing Functional Connectivity Reduces Scanner Effects in Community Detection

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  • Site-wide: 150,937
  • In neuroscience: 22,525
• Year to date:
  • Site-wide: 24,507
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  • Site-wide: 45,822

Three-level Sleep Stage Classification Based on Wrist-worn Accelerometry Data Alone

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  • Site-wide: 173,539
  • In neuroscience: 25,435
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  • Site-wide: 50,666
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  • Site-wide: 54,957

Privacy-preserving harmonization via distributed ComBat

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  • Site-wide: 173,759
  • In neuroscience: 24,966
• Year to date:
  • Site-wide: 92,480
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  • Site-wide: 102,211

Adaptive data-driven selection of sequences of biological and cognitive markers in clinical diagnosis of dementia

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  • Site-wide: 177,143
  • In health informatics: 807
• Year to date:
  • Site-wide: 91,595
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  • Site-wide: 87,912

Similarity-Based Multimodal Regression

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  • Site-wide: 183,268
  • In neuroscience: None
• Year to date:
  • Site-wide: 38,940
• Since beginning of last month:
  • Site-wide: 7,457