Rapid breath analysis for acute respiratory distress syndrome diagnostics using a portable 2-dimensional gas chromatography device
M. Zhou, R. Sharma, H. Zhu, J. Li, S. Wang, E. Bisco, J. Massey, A. Pennington, M. Sjoding, R. P. Dickson, P. Park, R. Hyzy, L. Napolitano, K. R. Ward, X. Fan
This paper develops a portable 2D gas chromatography device with machine learning to diagnose ARDS from breath samples, achieving 87.1% accuracy.
bioRxiv · Feb 26, 2019Bioengineering