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Author: Gregory P. Way

  • ORCiD: http://orcid.org/0000-0002-0503-9348
  • Most recently observed institution: Imaging Platform, Broad Institute of MIT and Harvard; Center for Health AI and Department of Biochemistry and Molecular Genetics, University of Colorado School of Medicine

Rankings

  • All-time downloads: 80,249 (rank: 2,764 )
  • Categories:
    • bioinformatics: 69,589 (rank: 19 )
    • cancer biology: 2,312 (rank: 3,658 )
    • genetic and genomic medicine: 682 (rank: 7,217 (tie) )
    • genomics: 5,624 (rank: 5,008 (tie) )
    • pharmacology and toxicology: 901 (rank: 2,018 (tie) )

Downloads per author, site-wide

Preprints

Opportunities And Obstacles For Deep Learning In Biology And Medicine

bioinformatics more details view paper
  • Downloaded 56,777 times
  • Download rankings, all-time:
    • Site-wide: 158
    • In bioinformatics: 3
  • Year to date:
    • Site-wide: 3,230
  • Since beginning of last month:
    • Site-wide: 6,634

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

bioinformatics more details view paper
  • Downloaded 4,614 times
  • Download rankings, all-time:
    • Site-wide: 3,430
    • In bioinformatics: 256
  • Year to date:
    • Site-wide: 38,589
  • Since beginning of last month:
    • Site-wide: 28,596

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

genomics more details view paper
  • Downloaded 2,381 times
  • Download rankings, all-time:
    • Site-wide: 8,843
    • In genomics: 852
  • Year to date:
    • Site-wide: 30,024
  • Since beginning of last month:
    • Site-wide: 52,544

Predicting cell health phenotypes using image-based morphology profiling

bioinformatics more details view paper
  • Downloaded 1,708 times
  • Download rankings, all-time:
    • Site-wide: 14,435
    • In bioinformatics: 1,552
  • Year to date:
    • Site-wide: 36,342
  • Since beginning of last month:
    • Site-wide: 24,704

Morphology and gene expression profiling provide complementary information for mapping cell state

bioinformatics more details view paper
  • Downloaded 1,654 times
  • Download rankings, all-time:
    • Site-wide: 15,096
    • In bioinformatics: 2,172
  • Year to date:
    • Site-wide: 2,504
  • Since beginning of last month:
    • Site-wide: 2,457

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

bioinformatics more details view paper
  • Downloaded 1,635 times
  • Download rankings, all-time:
    • Site-wide: 15,377
    • In bioinformatics: 1,608
  • Year to date:
    • Site-wide: 77,505
  • Since beginning of last month:
    • Site-wide: 76,668

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

cancer biology more details view paper
  • Downloaded 1,514 times
  • Download rankings, all-time:
    • Site-wide: 17,316
    • In cancer biology: 354
  • Year to date:
    • Site-wide: 156,369
  • Since beginning of last month:
    • Site-wide: 168,105

Implicating candidate genes at GWAS signals by leveraging topologically associating domains

bioinformatics more details view paper
  • Downloaded 1,495 times
  • Download rankings, all-time:
    • Site-wide: 17,672
    • In bioinformatics: 1,872
  • Year to date:
    • Site-wide: 135,300
  • Since beginning of last month:
    • Site-wide: 104,848

Deconvolution of DNA methylation identifies differentially methylated gene regions on 1p36 across breast cancer subtypes

genomics more details view paper
  • Downloaded 1,253 times
  • Download rankings, all-time:
    • Site-wide: 23,120
    • In genomics: 2,050
  • Year to date:
    • Site-wide: 78,906
  • Since beginning of last month:
    • Site-wide: 24,951

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

genomics more details view paper
  • Downloaded 1,205 times
  • Download rankings, all-time:
    • Site-wide: 24,610
    • In genomics: 2,117
  • Year to date:
    • Site-wide: 108,984
  • Since beginning of last month:
    • Site-wide: 124,231

Discovering cellular programs of intrinsic and extrinsic drivers of metabolic traits using LipocyteProfiler

genomics more details view paper
  • Downloaded 1,162 times
  • Download rankings, all-time:
    • Site-wide: 25,973
    • In genomics: 3,045
  • Year to date:
    • Site-wide: 4,309
  • Since beginning of last month:
    • Site-wide: 2,566

PathCORE-T: identifying and visualizing globally co-occurring pathways in large transcriptomic compendia

bioinformatics more details view paper
  • Downloaded 1,154 times
  • Download rankings, all-time:
    • Site-wide: 26,279
    • In bioinformatics: 2,757
  • Year to date:
    • Site-wide: 147,008
  • Since beginning of last month:
    • Site-wide: 124,429

Predicting drug polypharmacology from cell morphology readouts using variational autoencoder latent space arithmetic

pharmacology and toxicology more details view paper
  • Downloaded 946 times
  • Download rankings, all-time:
    • Site-wide: 35,299
    • In pharmacology and toxicology: 209
  • Year to date:
    • Site-wide: 17,661
  • Since beginning of last month:
    • Site-wide: 39,941

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

cancer biology more details view paper
  • Downloaded 809 times
  • Download rankings, all-time:
    • Site-wide: 44,346
    • In cancer biology: 1,176
  • Year to date:
    • Site-wide: 141,980
  • Since beginning of last month:
    • Site-wide: 90,816

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

genetic and genomic medicine more details view paper
  • Downloaded 684 times
  • Download rankings, all-time:
    • Site-wide: 56,283
    • In genetic and genomic medicine: 280
  • Year to date:
    • Site-wide: 162,295
  • Since beginning of last month:
    • Site-wide: 175,800

Epigenomic profiling of neuroblastoma cell lines

bioinformatics more details view paper
  • Downloaded 655 times
  • Download rankings, all-time:
    • Site-wide: 59,670
    • In bioinformatics: 5,584
  • Year to date:
    • Site-wide: 114,242
  • Since beginning of last month:
    • Site-wide: 120,736

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

bioinformatics more details view paper
  • Downloaded 603 times
  • Download rankings, all-time:
    • Site-wide: 66,403
    • In bioinformatics: 6,139
  • Year to date:
    • Site-wide: 145,388
  • Since beginning of last month:
    • Site-wide: 176,781

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