Similar color analysis based on deep learning (SCAD) for multiplex digital PCR <i>via</i> a single fluorescent channel
Chaoyu Cao, Minli You, Haoyang Tong, Zhenrui Xue, Chang Liu, Wanghong He, Ping Peng, Chunyan Yao, Ang Li, Xiayu Xu, Feng Xu
Abstract
(ratio difference <0.10). We envision that the developed SCAD method would significantly expand the detection throughput of dPCR without the need for other auxiliary equipment.
Topics & Concepts
MultiplexFluorescenceChannel (broadcasting)Multiplex polymerase chain reactionArtificial intelligenceMolecular biologyComputer scienceChemistryBiologyComputational biologyGeneticsBiochemistryGenePolymerase chain reactionTelecommunicationsPhysicsOpticsBiosensors and Analytical DetectionInnovative Microfluidic and Catalytic Techniques InnovationMicrofluidic and Capillary Electrophoresis Applications