- High speed classification of individual bacterial cells using a model-based light scatter system and multivariate statisticsMurugesan Venkatapathi
School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA
Appl Opt 47:678-86. 2008..For comparison, the corresponding values for another set of angles were only 69.9%, 71.7%, and 70.2% using SVM, and more importantly, this improved performance is consistent with classification predictions...
- Automated classification of bacterial particles in flow by multiangle scatter measurement and support vector machine classifierBartek Rajwa
Purdue University Cytometry Laboratories, Bindley Bioscience Center, Purdue University, West Lafayette, Indiana 47907, USA
Cytometry A 73:369-79. 2008..It has been shown that information provided just by five angles of scatter and axial light loss can be sufficient to recognize various bacteria with 68-99% success rate...