SAM-dPCR: Real-Time and High-throughput Absolute Quantification of Biological Samples Using Zero-Shot Segment Anything Model

Digital PCR (dPCR) has revolutionized nucleic acid diagnostics by enabling absolute quantification of rare mutations and target sequences. However, current detection methodologies face challenges, as flow cytometers are costly and complex, while fluorescence imaging methods, relying on software or m...

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Veröffentlicht in:	arXiv.org 2024-01
Hauptverfasser:	Wei, Yuanyuan, Luo, Shanhang, Xu, Changran, Fu, Yingqi, Dong, Qingyue, Zhang, Yi, Qu, Fuyang, Cheng, Guangyao, Yi-Ping, Ho, Ho-Pui, Ho, Wu, Yuan
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Acoustic microscopes Biological properties Fluorescence Machine learning Microreactors Nucleic acids Real time Scanning acoustic microscopy Self-supervised learning Target detection
Online-Zugang:	Volltext
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