Murugesan Venkatapathi

Summary

Affiliation: Purdue University
Country: USA

Publications

  1. ncbi request reprint High speed classification of individual bacterial cells using a model-based light scatter system and multivariate statistics
    Murugesan Venkatapathi
    School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907, USA
    Appl Opt 47:678-86. 2008
  2. doi request reprint Automated classification of bacterial particles in flow by multiangle scatter measurement and support vector machine classifier
    Bartek Rajwa
    Purdue University Cytometry Laboratories, Bindley Bioscience Center, Purdue University, West Lafayette, Indiana 47907, USA
    Cytometry A 73:369-79. 2008

Detail Information

Publications2

  1. ncbi request reprint High speed classification of individual bacterial cells using a model-based light scatter system and multivariate statistics
    Murugesan 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...
  2. doi request reprint Automated classification of bacterial particles in flow by multiangle scatter measurement and support vector machine classifier
    Bartek 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...