HistoFlow: Label-Efficient and Interactive Deep Learning Cell Analysis
biorxiv（2020）
摘要
Our results show that, unlike previous assumptions, it is possible to interactively train a deep learning model in a matter of minutes without many manual annotations.
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关键词
annotation-efficient deep learning,artificial training data,synthetic training data,quantitative cell analysis,nuclear segmentation,fluorescence microscopy
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