Early detection and classification of bacterial colonies using a Thin-Film-Transistor (TFT)-based image sensor and deep learning

Frontiers in Optics + Laser Science 2022 (FIO, LS)(2022)

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摘要
We report a rapid, automated, portable and high-throughput bacterial colony detection and classification system using a thin-film-transistor array and deep learning, achieving >12 hours of time savings compared to US Environmental Protection Agency-approved culture-based methods.
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关键词
bacterial colonies,image sensor,early detection,deep learning,thin-film-transistor thin-film-transistor
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