Machine Learning Workflow for Single-Cell Antimicrobial Susceptibility Testing of Klebsiella pneumoniae to Meropenem in Sub-Doubling Time
K. C. Tjandra, N. C. Ram-Mohan, M. Roshardt, Z. Qu, E. J. Zudock, K. E. Mach, O. Erminaga, J. C. Liao, S. Yang, P. K. Wong
This paper develops a machine learning workflow to predict antimicrobial susceptibility and MIC of Klebsiella pneumoniae to meropenem using single-cell morphological features within sub-doubling time.
bioRxiv · Nov 3, 2022 · PreprintMicrobiology