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Author: Anne E. Carpenter

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  • All-time downloads: 80,509 (rank: 405 out of 361,769)
  • Categories:
    • bioinformatics: 76,480 (rank: 7 out of 31,271)
    • systems biology: 4,029 (rank: 583 (tie) out of 10,792)

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Preprints

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

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Opportunities And Obstacles For Deep Learning In Biology And Medicine

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    • In bioinformatics: 3 out of 8,053
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Evaluation of Deep Learning Strategies for Nucleus Segmentation in Fluorescence Images

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    • In bioinformatics: 88 out of 8,053
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    • Site-wide: 1,755 out of 84,017

Reconstructing cell cycle and disease progression using deep learning

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    • In bioinformatics: 91 out of 8,053
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    • Site-wide: 6,725 out of 84,017
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    • Site-wide: 8,270 out of 84,017

A deep learning framework for nucleus segmentation using image style transfer

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    • In bioinformatics: 183 out of 8,053
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    • Site-wide: 1,267 out of 84,017

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

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    • In systems biology: 35 out of 2,222
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    • Site-wide: 14,255 out of 84,017
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    • Site-wide: 18,371 out of 84,017

CytoGAN: Generative Modeling of Cell Images

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    • In bioinformatics: 345 out of 8,053
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Automating Morphological Profiling with Generic Deep Convolutional Networks

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    • In bioinformatics: 433 out of 8,053
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    • Site-wide: 8,967 out of 84,017
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    • Site-wide: 9,629 out of 84,017

Weakly supervised learning of single-cell feature embeddings

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    • In bioinformatics: 618 out of 8,053
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    • Site-wide: 24,658 out of 84,017

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

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    • Site-wide: 13,186 out of 84,017
    • In systems biology: 365 out of 2,222
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    • Site-wide: 31,888 out of 84,017
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    • Site-wide: 61,590 out of 84,017

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

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    • Site-wide: 13,578 out of 84,017
    • In bioinformatics: 2,155 out of 8,053
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    • Site-wide: 74,151 out of 84,017
  • Since beginning of last month:
    • Site-wide: 69,929 out of 84,017

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