Large-scale single-molecule imaging aided by artificial intelligence.

Microscopy(2020)

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摘要
Single-molecule imaging analysis has been applied to study the dynamics and kinetics of molecular behaviors and interactions in living cells. In spite of its high potential as a technique to investigate the molecular mechanisms of cellular phenomena, single-molecule imaging analysis has not been extended to a large scale of molecules in cells due to the low measurement throughput as well as requir...
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关键词
single-molecule imaging,deep learning,high throughput,large-scale analysis,drug screening
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