Machine-Learning Single-Stranded DNA Nanoparticles for Bacterial Analysis
Nidhi Nandu, Christopher W. Smith, Taha Bilal Uyar, Yusheng Chen, Mahera J. Kachwala, Muhan He, Mehmet V. Yigit
Abstract
from those treated with antimicrobial drugs. This work demonstrates the potential of nanoparticle-ssDNA arrays and ML algorithms for the discrimination and identification of complex biological matrixes.
Topics & Concepts
NanosensorEscherichia coliNanoparticleDNAMutantComputational biologyNanotechnologyWild typeSilver nanoparticleBiological systemChemistryGeneBiologyMaterials scienceBiochemistryAdvanced biosensing and bioanalysis techniquesBiosensors and Analytical DetectionBacteriophages and microbial interactions