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Author: Anne E. Carpenter

Rankings

  • All-time downloads: 82,928 (rank: 435 out of 394,899)
  • Categories:
    • bioinformatics: 78,490 (rank: 7 out of 33,523)
    • neuroscience: 317 (rank: 44,122 (tie) out of 65,936)
    • systems biology: 4,121 (rank: 642 (tie) out of 11,540)

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Preprints

Functional immune mapping with deep-learning enabled phenomics applied to immunomodulatory and COVID-19 drug discovery

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Opportunities And Obstacles For Deep Learning In Biology And Medicine

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    • Site-wide: 616 out of 92,455
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    • Site-wide: 531 out of 92,455

Evaluation of Deep Learning Strategies for Nucleus Segmentation in Fluorescence Images

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    • In bioinformatics: 88 out of 8,667
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Reconstructing cell cycle and disease progression using deep learning

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A deep learning framework for nucleus segmentation using image style transfer

bioinformatics more details view paper
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Cell Painting, a high-content image-based assay for morphological profiling using multiplexed fluorescent dyes

systems biology more details view paper
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    • In systems biology: 38 out of 2,369
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CytoGAN: Generative Modeling of Cell Images

bioinformatics more details view paper
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    • In bioinformatics: 345 out of 8,667
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    • Site-wide: 4,278 out of 92,455

Automating Morphological Profiling with Generic Deep Convolutional Networks

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    • In bioinformatics: 444 out of 8,667
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    • Site-wide: 6,301 out of 92,455

Weakly supervised learning of single-cell feature embeddings

bioinformatics more details view paper
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    • Site-wide: 21,945 out of 92,455

Systematic morphological profiling of human gene and allele function reveals Hippo-NF-κB pathway connectivity

systems biology more details view paper
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    • In systems biology: 395 out of 2,369
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    • Site-wide: 64,524 out of 92,455

Capturing single-cell heterogeneity via data fusion improves image-based profiling

bioinformatics more details view paper
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    • In bioinformatics: 2,276 out of 8,667
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    • Site-wide: 59,656 out of 92,455

Molecular diversity of glutamatergic and GABAergic synapses from multiplexed fluorescence imaging

neuroscience more details view paper
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    • In neuroscience: 9,241 out of 16,451
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    • Site-wide: 9,678 out of 92,455
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    • Site-wide: 3,493 out of 92,455

Predicting cell health phenotypes using image-based morphology profiling

bioinformatics more details view paper
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On the correlation between material-induced cell shape and phenotypical response of human mesenchymal stem cells

bioinformatics more details view paper
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    • In bioinformatics: 7,781 out of 8,667
  • Year to date:
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  • Since beginning of last month:
    • Site-wide: 9,815 out of 92,455

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