Sonal Kothari

Summary

Affiliation: Georgia Institute of Technology
Country: USA

Publications

  1. pmc Histological image classification using biologically interpretable shape-based features
    Sonal Kothari
    Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA
    BMC Med Imaging 13:9. 2013
  2. doi request reprint Scale normalization of histopathological images for batch invariant cancer diagnostic models
    Sonal Kothari
    Department of Electrical and Computer Engineering, Georgia Institute of Technology, GA, USA
    Conf Proc IEEE Eng Med Biol Soc 2012:4406-9. 2012
  3. pmc Pathology imaging informatics for quantitative analysis of whole-slide images
    Sonal Kothari
    School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA
    J Am Med Inform Assoc 20:1099-108. 2013
  4. doi request reprint Extraction of informative cell features by segmentation of densely clustered tissue images
    Sonal Kothari
    Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA sk9 gatech edu
    Conf Proc IEEE Eng Med Biol Soc 2009:6706-9. 2009

Detail Information

Publications4

  1. pmc Histological image classification using biologically interpretable shape-based features
    Sonal Kothari
    Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA
    BMC Med Imaging 13:9. 2013
    ..However, because many of these features lack a clear biological interpretation, pathologists may be reluctant to adopt these features for clinical diagnosis...
  2. doi request reprint Scale normalization of histopathological images for batch invariant cancer diagnostic models
    Sonal Kothari
    Department of Electrical and Computer Engineering, Georgia Institute of Technology, GA, USA
    Conf Proc IEEE Eng Med Biol Soc 2012:4406-9. 2012
    ..Feature filtering improves the classification performance of cases that were initially negatively affected by scale normalization...
  3. pmc Pathology imaging informatics for quantitative analysis of whole-slide images
    Sonal Kothari
    School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA
    J Am Med Inform Assoc 20:1099-108. 2013
    ..With the objective of bringing clinical decision support systems to reality, this article reviews histopathological whole-slide imaging informatics methods, associated challenges, and future research opportunities...
  4. doi request reprint Extraction of informative cell features by segmentation of densely clustered tissue images
    Sonal Kothari
    Department of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA sk9 gatech edu
    Conf Proc IEEE Eng Med Biol Soc 2009:6706-9. 2009
    ..9 megapixel tissue image)...