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A patient-driven adaptive prediction technique to improve personalized risk estimation for clinical decision support. J Am Med Inform Assoc. 2012;19(e1):e137-e144..
Improving predictions in imbalanced data using pairwise expanded logistic regression. AMIA Annu Symp Proc. 2011;2011:625-34..
Selecting cases for whom additional tests can improve prognostication. AMIA Annu Symp Proc. 2012;2012:1260-8..
Quantifying Fine-Grained Privacy Risk and Representativeness in Medical Data. 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2011..
Calibrating predictive model estimates to support personalized medicine. J Am Med Inform Assoc. 2011..
Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): An Algorithm for Joint Optimization of Discrimination and Calibration. PLoS One. 2012;7(11):e48823..
Smooth isotonic regression: a new method to calibrate predictive models. AMIA Joint Summit on Translational Science. 2011;2011:16-20..