A machine learning approach for accurate and real-time DNA sequence identification

A machine learning approach for accurate and real-time DNA sequence identification

Abstract Background The all-electronic Single Molecule Break Junction (SMBJ) method is an emerging alternative to traditional polymerase chain reaction (PCR) techniques for genetic sequencing and identification. Existing work indicates that the current spectra recorded from SMBJ experimentations con...

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Bibliographic Details
Main Authors: Yiren Wang, Mashari Alangari, Joshua Hihath, Arindam K. Das, M. P. Anantram
Format: Article
Language:English
Published: BMC 2021-07-01
Series:BMC Genomics
Subjects:
Single Molecule Break Junction
All-electrical detection
Conductance probability distribution
DNA sequence identification
Machine learning
Online Access:https://doi.org/10.1186/s12864-021-07841-6

Internet

https://doi.org/10.1186/s12864-021-07841-6

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