Darrin C Edwards

Summary

Publications

  1. pmc Validation of Monte Carlo estimates of three-class ideal observer operating points for normal data
    Darrin C Edwards
    The Department of Physiology, 303 E Superior St, Northwestern University, Chicago, IL 60611, USA
    Acad Radiol 20:908-14. 2013
  2. ncbi request reprint Optimization of restricted ROC surfaces in three-class classification tasks
    Darrin C Edwards
    Department of Radiology, University of Chicago, Chicago, IL 60637, USA
    IEEE Trans Med Imaging 26:1345-56. 2007
  3. ncbi request reprint Restrictions on the three-class ideal observer's decision boundary lines
    Darrin C Edwards
    Department of Radiology, The University of Chicago, 5841 S Maryland Ave, Chicago, IL 60637, USA
    IEEE Trans Med Imaging 24:1566-73. 2005
  4. ncbi request reprint The hypervolume under the ROC hypersurface of "near-guessing" and "near-perfect" observers in N-class classification tasks
    Darrin C Edwards
    Department of Radiology, The University of Chicago, 5841 So Maryland Avenue, Chicago, IL 60637, USA
    IEEE Trans Med Imaging 24:293-9. 2005

Detail Information

Publications4

  1. pmc Validation of Monte Carlo estimates of three-class ideal observer operating points for normal data
    Darrin C Edwards
    The Department of Physiology, 303 E Superior St, Northwestern University, Chicago, IL 60611, USA
    Acad Radiol 20:908-14. 2013
    ..Traditional two-class receiver operating characteristic (ROC) analysis is inadequate for the complete evaluation of observer performance in tasks with more than two classes...
  2. ncbi request reprint Optimization of restricted ROC surfaces in three-class classification tasks
    Darrin C Edwards
    Department of Radiology, University of Chicago, Chicago, IL 60637, USA
    IEEE Trans Med Imaging 26:1345-56. 2007
    ....
  3. ncbi request reprint Restrictions on the three-class ideal observer's decision boundary lines
    Darrin C Edwards
    Department of Radiology, The University of Chicago, 5841 S Maryland Ave, Chicago, IL 60637, USA
    IEEE Trans Med Imaging 24:1566-73. 2005
    ..As a result, we show that the relationship between the decision criteria and the misclassification probabilities is not one-to-one, as it is for the two-class ideal observer...
  4. ncbi request reprint The hypervolume under the ROC hypersurface of "near-guessing" and "near-perfect" observers in N-class classification tasks
    Darrin C Edwards
    Department of Radiology, The University of Chicago, 5841 So Maryland Avenue, Chicago, IL 60637, USA
    IEEE Trans Med Imaging 24:293-9. 2005
    ..This suggests that hypervolume may not be a useful performance metric in N-class classification tasks for N > 2, despite the utility of the area under the ROC curve for two-class tasks...