Using PheWAS to Assess Pleiotropy of Genetic Risk Scores for Rheumatoid Arthritis and Coronary Artery Disease in the eMERGE Network. - Robert J. Carroll; Katherine P. Liao; Anne E. Eyler; Lisa Bastarache; Dana C. Crawford; Peggy L. Peissig; Jyotishman Pathak; David Carrell; Abel N. Kho; Rongling Li; Daniel R. Masys; Gail P. Jarvik; et al. (AMIA, 2012)

Statistical Relational Learning to Predict Primary Myocardial Infarction from Electronic Health Records. - Jeremy C. Weiss; Sriraam Natarajan; Peggy L. Peissig; Catherine A. McCarty; David Page (IAAI, 2012)

Graphical-model Based Multiple Testing under Dependence, with Applications to Genome-wide Association Studies. - Jie Liu 006; Chunming Zhang; Catherine A. McCarty; Peggy L. Peissig; Elizabeth S. Burnside; David Page (UAI, 2012)

Machine Learning for Personalized Medicine: Predicting Primary Myocardial Infarction from Electronic Health Records. - Jeremy C. Weiss; Sriraam Natarajan; Peggy L. Peissig; Catherine A. McCarty; David Page (AI Mag., 2012)

Importance of multi-modal approaches to effectively identify cataract cases from electronic health records. - Peggy L. Peissig; Luke V. Rasmussen; Richard L. Berg; James G. Linneman; Catherine A. McCarty; Carol Waudby; Lin Chen; Joshua C. Denny; Russell A. Wilke; Jyotishman Pathak; David Carrell; Abel N. Kho; et al. (J. Am. Medical Informatics Assoc., 2012)

Development of an optical character recognition pipeline for handwritten form fields from an electronic health record. - Luke V. Rasmussen; Peggy L. Peissig; Catherine A. McCarty; Justin Starren (J. Am. Medical Informatics Assoc., 2012)

High-Dimensional Structured Feature Screening Using Binary Markov Random Fields. - Jie Liu 006; Chunming Zhang; Catherine A. McCarty; Peggy L. Peissig; Elizabeth S. Burnside; David Page (AISTATS, 2012)

Genetic Variants Improve Breast Cancer Risk Prediction on Mammograms. - Jie Liu 006; David Page; Houssam Nassif; Jude W. Shavlik; Peggy L. Peissig; Catherine A. McCarty; Adedayo A. Onitilo; Elizabeth S. Burnside (AMIA, 2013)

Next-Generation Analysis of Cataracts: Determining Knowledge Driven Gene-Gene Interactions Using Biofilter, and Gene-Environment Interactions Using the PhenX Toolkit. - Sarah A. Pendergrass; Shefali S. Verma; Emily Rose Holzinger; Carrie Moore; John R. Wallace; Scott M. Dudek; Wayne Huggins; Terrie E. Kitchner; Carol Waudby; Richard L. Berg; Catherine A. McCarty; Marylyn D. Ritchie (Pacific Symposium on Biocomputing, 2013)

Comparing the Value of Mammographic Features and Genetic Variants in Breast Cancer Risk Prediction. - Yirong Wu; Jie Liu 006; David Page; Peggy L. Peissig; Catherine A. McCarty; Adedayo A. Onitilo; Elizabeth S. Burnside (AMIA, 2014)

Benefits of Accurate Imputations in GWAS. - Shefali S. Verma; Peggy L. Peissig; Deanna S. Cross; Carol Waudby; Murray H. Brilliant; Catherine A. McCarty; Marylyn D. Ritchie (EvoApplications, 2014)

Development of reusable logic for determination of statin exposure-time from electronic health records. - Aaron W. Miller; Catherine A. McCarty; Ulrich Broeckel; Vangelis Hytopoulos; Deanna S. Cross (J. Biomed. Informatics, 2014)

Knowledge Driven Binning and PheWAS Analysis in Marshfield Personalized Medicine Research Project Using BioBin. - Anna Okula Basile; John R. Wallace; Peggy L. Peissig; Catherine A. McCarty; Murray H. Brilliant; Marylyn D. Ritchie (PSB, 2016)

Identification of genetic interaction networks via an evolutionary algorithm evolved Bayesian network. - Ruowang Li; Scott M. Dudek; Dokyoon Kim; Molly A. Hall; Yukiko Bradford; Peggy L. Peissig; Murray H. Brilliant; James G. Linneman; Catherine A. McCarty; Le Bao; Marylyn D. Ritchie (BioData Min., 2016)

Effect of Sociodemographic Factors on Uptake of a Patient-Facing Information Technology Family Health History Risk Assessment Platform. - R. Wu; Rachel Myers; Adam Buchanan; David Dimmock; Kimberly Fulda; Irina Haller; Susanne Haga; Melissa L. Harry; Catherine A. McCarty; Joan Neuner; Teji Rakhra-Burris; Nina Sperber; et al. (Appl. Clin. Inform., 2019)

Enrichment sampling for a multi-site patient survey using electronic health records and census data. - Nathaniel D. Mercaldo; Kyle B. Brothers; David S. Carrell; Ellen Wright Clayton; John J. Connolly; Ingrid A. Holm; Carol R. Horowitz; Gail P. Jarvik; Terrie E. Kitchner; Rongling Li; Catherine A. McCarty; Jennifer B. McCormick; et al. (J. Am. Medical Informatics Assoc., 2019)