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- W4292829103 abstract "This work developed a highly integrated and ultra- fast optoelectronic on-chip Polymerase Chain Reaction (PCR) system, in which multiple Si-based optoelectronic on-chip sensing techniques have been used, i.e., CMOS imaging sensor, novel snake-shaped microfluidic chip fabricated using MEMS technology, and a thermoelectric cooler chip module. A machine learning-based algorithm has also been developed to improve the PCR testing speed and accuracy. This design exhibits an ultra-fast PCR testing process of fewer than 5 minutes, and a PCR testing accuracy as high as 91.1 % has been achieved." @default.
- W4292829103 created "2022-08-24" @default.
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- W4292829103 date "2022-06-20" @default.
- W4292829103 modified "2023-09-25" @default.
- W4292829103 title "Ultra-Fast On-Chip Sensing for PCR Detection with Machine Learning-Based Image Processing Algorithm" @default.
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- W4292829103 doi "https://doi.org/10.1109/cstic55103.2022.9856872" @default.
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