Rapid label-free identification of pathogenic bacteria species from a minute quantity 1 exploiting three-dimensional quantitative phase imaging and artificial neural network
G. Kim, D. Ahn, M. Kang, J. Park, D. Ryu, Y. Jo, J. Song, J. S. Ryu, G. Choi, H. J. Chung, K. Kim, D. R. Chung, I. Y. Yoo, H. J. Huh, H. Min, , Y. Park
This paper develops a framework for rapid bacterial species identification using 3D quantitative phase imaging and artificial neural networks, achieving 99.9% accuracy with single colony-forming units.
bioRxiv · Jun 23, 2021Microbiology