Deep learning-assisted sensitive detection of fentanyl using a bubbling-microchip

Hui Chen,Sungwan Kim,Joseph Michael Hardie,Prudhvi Thirumalaraju, Supriya Gharpure,Sahar Rostamian,Srisruthi Udayakumar,Qingsong Lei, Gi-Won Cho,Manoj Kumar Kanakasabapathy,Hadi Shafiee

Lab on a Chip（2022）

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摘要

Deep learning-enabled smartphone-based image processing has significant advantages in the development of point-of-care diagnostics. Conventionally, most deep-learning applications require task specific large scale expertly annotated datasets. Therefore, these algorithms are...

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关键词

fentanyl,sensitive detection,learning-assisted,bubbling-microchip

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