A New Few-Shot Learning Method of Digital PCR Image Detection

A New Few-Shot Learning Method of Digital PCR Image Detection

With the global pandemic of infectious diseases, the demand for accurate nucleic acid detection is daily increasing. The traditional threshold-based algorithms are adopted as the mainstream for processing the images of digital polymerase chain reaction (dPCR) now, but they are facing huge challenges...

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Bibliographic Details
Main Authors: Zhang Beini, Chen Xuee, Li Bo, Wen Weijia
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Digital PCR
few-shot learning
deep neural network
improved YOLOv3
Online Access:https://ieeexplore.ieee.org/document/9433537/

Internet

https://ieeexplore.ieee.org/document/9433537/

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