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Author: Avanti Shrikumar

Rankings

  • All-time downloads: 67,086 (rank: 347 out of 333,875)
  • Categories:
    • bioinformatics: 62,039 (rank: 8 out of 28,770)
    • genomics: 5,047 (rank: 2,980 out of 36,824)

Downloads per author, site-wide

Preprints

Opportunities And Obstacles For Deep Learning In Biology And Medicine

bioinformatics more details view paper
  • Downloaded 52,057 times
  • Download rankings, all-time:
    • Site-wide: 12 out of 76,979
    • In bioinformatics: 1 out of 7,436
  • Year to date:
    • Site-wide: 721 out of 76,979
  • Since beginning of last month:
    • Site-wide: 647 out of 76,979

Deep learning at base-resolution reveals motif syntax of the cis-regulatory code

genomics more details view paper
  • Downloaded 3,308 times
  • Download rankings, all-time:
    • Site-wide: 1,197 out of 76,979
    • In genomics: 267 out of 5,061
  • Year to date:
    • Site-wide: 556 out of 76,979
  • Since beginning of last month:
    • Site-wide: 744 out of 76,979

Kipoi: accelerating the community exchange and reuse of predictive models for genomics

bioinformatics more details view paper
  • Downloaded 3,207 times
  • Download rankings, all-time:
    • Site-wide: 1,270 out of 76,979
    • In bioinformatics: 248 out of 7,436
  • Year to date:
    • Site-wide: 2,519 out of 76,979
  • Since beginning of last month:
    • Site-wide: 2,171 out of 76,979

Reverse-complement parameter sharing improves deep learning models for genomics

bioinformatics more details view paper
  • Downloaded 3,161 times
  • Download rankings, all-time:
    • Site-wide: 1,302 out of 76,979
    • In bioinformatics: 253 out of 7,436
  • Year to date:
    • Site-wide: 6,273 out of 76,979
  • Since beginning of last month:
    • Site-wide: 6,606 out of 76,979

Separable Fully Connected Layers Improve Deep Learning Models For Genomics

bioinformatics more details view paper
  • Downloaded 2,901 times
  • Download rankings, all-time:
    • Site-wide: 1,510 out of 76,979
    • In bioinformatics: 295 out of 7,436
  • Year to date:
    • Site-wide: 17,461 out of 76,979
  • Since beginning of last month:
    • Site-wide: 21,924 out of 76,979

Deciphering regulatory DNA sequences and noncoding genetic variants using neural network models of massively parallel reporter assays

genomics more details view paper
  • Downloaded 1,739 times
  • Download rankings, all-time:
    • Site-wide: 3,693 out of 76,979
    • In genomics: 673 out of 5,061
  • Year to date:
    • Site-wide: 27,219 out of 76,979
  • Since beginning of last month:
    • Site-wide: 26,394 out of 76,979

Gkmexplain: Fast and Accurate Interpretation of Nonlinear Gapped k-mer Support Vector Machines Using Integrated Gradients

bioinformatics more details view paper
  • Downloaded 713 times
  • Download rankings, all-time:
    • Site-wide: 15,698 out of 76,979
    • In bioinformatics: 2,449 out of 7,436
  • Year to date:
    • Site-wide: 40,657 out of 76,979
  • Since beginning of last month:
    • Site-wide: 35,205 out of 76,979

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