Sonal Kothari

Summary

Affiliation: Georgia Institute of Technology
Country: USA

Publications

  1. pmc 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
  2. 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
  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. pmc omniClassifier: a Desktop Grid Computing System for Big Data Prediction Modeling
    John H Phan
    Department of Biomedical, Engineering, Georgia Institute of, Technology and Emory University, Atlanta, GA, USA, 30332
    ACM BCB 2014:514-523. 2014
  5. pmc 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

Publications5

  1. pmc 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...
  2. 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...
  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. pmc omniClassifier: a Desktop Grid Computing System for Big Data Prediction Modeling
    John H Phan
    Department of Biomedical, Engineering, Georgia Institute of, Technology and Emory University, Atlanta, GA, USA, 30332
    ACM BCB 2014:514-523. 2014
    ..A prototype of omniClassifier can be accessed at http://omniclassifier.bme.gatech.edu/...
  5. pmc 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)...