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Author: Gregory P. Way

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  • All-time downloads: 69,617 (rank: 596 out of 474,638)
  • Categories:
    • bioinformatics: 63,725 (rank: 16 out of 36,834)
    • cancer biology: 2,023 (rank: 2,060 (tie) out of 31,426)
    • genomics: 3,869 (rank: 5,679 (tie) out of 45,497)

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Preprints

Genome-wide association study implicates novel loci and reveals candidate effector genes for longitudinal pediatric bone accrual through variant-to-gene mapping

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Opportunities And Obstacles For Deep Learning In Biology And Medicine

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Extracting a Biologically Relevant Latent Space from Cancer Transcriptomes with Variational Autoencoders

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Genomic profiling of childhood tumor patient-derived xenograft models to enable rational clinical trial design

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Sequential compression of gene expression across dimensionalities and methods reveals no single best method or dimensionality

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Implicating candidate genes at GWAS signals by leveraging topologically associating domains

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Comprehensive cross-population analysis of high-grade serous ovarian cancer supports no more than three subtypes

cancer biology more details view paper
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Deconvolution of DNA methylation identifies differentially methylated gene regions on 1p36 across breast cancer subtypes

genomics more details view paper
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    • Site-wide: 36,589 out of 111,452

A machine learning classifier trained on cancer transcriptomes detects NF1 inactivation signal in glioblastoma

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    • In genomics: 1,739 out of 6,417
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PathCORE-T: identifying and visualizing globally co-occurring pathways in large transcriptomic compendia

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Predicting cell health phenotypes using image-based morphology profiling

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    • In bioinformatics: 3,545 out of 9,543
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    • Site-wide: 2,589 out of 111,452

Integrated Phosphoproteomics and Transcriptional Classifiers Reveal Hidden RAS Signaling Dynamics in Multiple Myeloma

cancer biology more details view paper
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Epigenomic profiling of neuroblastoma cell lines

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    • Site-wide: 65,756 out of 111,452

Functional network community detection can disaggregate and filter multiple underlying pathways in enrichment analyses

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    • Site-wide: 37,115 out of 111,452
    • In bioinformatics: 4,636 out of 9,543
  • Year to date:
    • Site-wide: 94,470 out of 111,452
  • Since beginning of last month:
    • Site-wide: 95,985 out of 111,452

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