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Calibrating predictive model estimates to support personalized medicine. J Am Med Inform Assoc. 2011 ..
Recent trends in biomedical informatics: a study based on JAMIA articles. J Am Med Inform Assoc. 2013 ..
Doubly Optimized Calibrated Support Vector Machine (DOC-SVM): An Algorithm for Joint Optimization of Discrimination and Calibration. PLoS One. 2012 ;7(11):e48823..
Improving predictions in imbalanced data using pairwise expanded logistic regression. AMIA Annu Symp Proc. 2011 ;2011:625-34..
Privacy technology to support data sharing for comparative effectiveness research: a systematic review. Med Care. 2013 ;51(8 Suppl 3):S58-65..
Quantifying Fine-Grained Privacy Risk and Representativeness in Medical Data. 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2011 ..
A community assessment of privacy preserving techniques for human genomes. BMC Med Inform Decis Mak. 2014 ;14 Suppl 1:S1..
WebGLORE: A Webservice for Grid LOgistic REgression. Bioinformatics. 2013 ..
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..
Differential-Private Data Publishing Through Component Analysis. Trans Data Priv. 2013 ;6(1):19-34..
Selecting cases for whom additional tests can improve prognostication. AMIA Annu Symp Proc. 2012 ;2012:1260-8..
Smooth isotonic regression: a new method to calibrate predictive models. AMIA Joint Summit on Translational Science. 2011 ;2011:16-20..
Privacy preserving data publishing through component analysis, Transaction on Data Privacy. Transaction on Data Privacy. 2013 ..
Differentially private distributed logistic regression using private and public data. BMC Med Genomics. 2014 ;7 Suppl 1:S14..
Differential privacy based on importance weighting. Mach Learn. 2013 ;93(1):163-183..