2022
DOI: 10.3390/s22197222
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Image Segmentation and Quantification of Droplet dPCR Based on Thermal Bubble Printing Technology

Abstract: Thermal inkjet printing can generate more than 300,000 droplets of picoliter scale within one second stably, and the image analysis workflow is used to quantify the positive and negative values of the droplets. In this paper, the SimpleBlobDetector detection algorithm is used to identify and localize droplets with a volume of 24 pL in bright field images and suppress bright spots and scratches when performing droplet location identification. The polynomial surface fitting of the pixel grayscale value of the fl… Show more

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Cited by 2 publications
(1 citation statement)
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“…In microfluidic droplet PCR, a large number of W/O droplets prepared by using a microfluidic chip are thermocycled on-chip [ 21 , 22 , 23 ] or off-chip (i.e., conventional heat block/microcentrifuge tube cycling) [ 24 , 25 , 26 , 27 ] for target sequence amplification within the droplets. Regardless of the format employed, it has been common to spend hours repeating temperature cycles with traditional protocols that conventionally employ temperature holding for 30–60 s at each of the set temperatures for denaturation, annealing, and extension in a thermocycle.…”
Section: Introductionmentioning
confidence: 99%
“…In microfluidic droplet PCR, a large number of W/O droplets prepared by using a microfluidic chip are thermocycled on-chip [ 21 , 22 , 23 ] or off-chip (i.e., conventional heat block/microcentrifuge tube cycling) [ 24 , 25 , 26 , 27 ] for target sequence amplification within the droplets. Regardless of the format employed, it has been common to spend hours repeating temperature cycles with traditional protocols that conventionally employ temperature holding for 30–60 s at each of the set temperatures for denaturation, annealing, and extension in a thermocycle.…”
Section: Introductionmentioning
confidence: 99%