A Bayesian latent class approach for EHR-based phenotyping

PIE: A prior knowledge guided integrated likelihood estimation method for bias reduction in association studies using electronic health records data

(2017) Jing Huang et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Missing laboratory results data in electronic health databases: implications for monitoring diabetes risk

(2017) James H Flory et al.   Journal of Comparative Effectiveness Research

Controlling for Informed Presence Bias Due to the Number of Health Encounters in an Electronic Health Record

(2016) Benjamin A. Goldstein et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

A Bayesian hierarchical model for prediction of latent health states from multiple data sources with application to active surveillance of prostate cancer

(2016) Rebecca Yates Coley et al.   BIOMETRICS

Improving the power of genetic association tests with imperfect phenotype derived from electronic medical records

(2014) Jennifer A. Sinnott et al.   HUMAN GENETICS

Prevalence of Type 1 and Type 2 Diabetes Among Children and Adolescents From 2001 to 2009

(2014) Dana Dabelea et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Combining information from two data sources with misreporting and incompleteness to assess hospice-use among cancer patients: a multiple imputation approach

(2014) Yulei He et al.   STATISTICS IN MEDICINE

Defining and measuring completeness of electronic health records for secondary use

(2013) Nicole G. Weiskopf et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A comparison of phenotype definitions for diabetes mellitus

(2013) Rachel L Richesson et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

A review of approaches to identifying patient phenotype cohorts using electronic health records

(2013) Chaitanya Shivade et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Next-generation phenotyping of electronic health records

(2012) G. Hripcsak et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Methods and dimensions of electronic health record data quality assessment: enabling reuse for clinical research

(2012) N. G. Weiskopf et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

A latent-variable marginal method for multi-level incomplete binary data

(2012) Baojiang Chen et al.   STATISTICS IN MEDICINE

Use of diverse electronic medical record systems to identify genetic risk for type 2 diabetes within a genome-wide association study

(2011) Abel N Kho et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION