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Author: Anne E. Carpenter

Rankings

  • All-time downloads: 81,765 (rank: 436 out of 384,180)
  • Categories:
    • bioinformatics: 77,452 (rank: 7 out of 32,891)
    • neuroscience: 212 (rank: 52,694 (tie) out of 64,354)
    • systems biology: 4,101 (rank: 623 (tie) out of 11,278)

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Preprints

Predicting cell health phenotypes using image-based morphology profiling

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Opportunities And Obstacles For Deep Learning In Biology And Medicine

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Evaluation of Deep Learning Strategies for Nucleus Segmentation in Fluorescence Images

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    • In bioinformatics: 89 out of 8,461
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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

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Cell Painting, a high-content image-based assay for morphological profiling using multiplexed fluorescent dyes

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    • In systems biology: 38 out of 2,313
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    • Site-wide: 13,466 out of 89,678
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    • Site-wide: 11,649 out of 89,678

CytoGAN: Generative Modeling of Cell Images

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    • In bioinformatics: 350 out of 8,461
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Automating Morphological Profiling with Generic Deep Convolutional Networks

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    • In bioinformatics: 449 out of 8,461
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    • Site-wide: 24,240 out of 89,678

Weakly supervised learning of single-cell feature embeddings

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    • Site-wide: 50,252 out of 89,678

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

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    • In systems biology: 385 out of 2,313
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    • Site-wide: 40,095 out of 89,678
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    • Site-wide: 61,339 out of 89,678

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

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    • In bioinformatics: 2,234 out of 8,461
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    • Site-wide: 62,716 out of 89,678

Molecular diversity of glutamatergic and GABAergic synapses from multiplexed fluorescence imaging

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    • In neuroscience: 12,071 out of 15,954
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    • Site-wide: 15,416 out of 89,678
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    • Site-wide: 1,718 out of 89,678

On the correlation between material-induced cell shape and phenotypical response of human mesenchymal stem cells

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    • In bioinformatics: 7,935 out of 8,461
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