Published in J Am Med Inform Assoc on June 29, 2016
Early Detection of Heart Failure Using Electronic Health Records: Practical Implications for Time Before Diagnosis, Data Diversity, Data Quantity, and Data Density. Circ Cardiovasc Qual Outcomes (2016) 0.75
A comparison of risk prediction methods using repeated observations: an application to electronic health records for hemodialysis. Stat Med (2017) 0.75
A method of comparing the areas under receiver operating characteristic curves derived from the same cases. Radiology (1983) 30.77
Survival model predictive accuracy and ROC curves. Biometrics (2005) 7.26
Validation of electronic medical record-based phenotyping algorithms: results and lessons learned from the eMERGE network. J Am Med Inform Assoc (2013) 3.00
US Renal Data System 2012 Annual Data Report. Am J Kidney Dis (2013) 2.54
Health care as if health mattered. JAMA (2008) 1.83
Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent. J Stat Softw (2011) 1.46
Comparison of Cox regression with other methods for determining prediction models and nomograms. J Urol (2003) 1.45
Predicting risk of hospitalization or death among patients receiving primary care in the Veterans Health Administration. Med Care (2013) 1.22
Prognostic models for stable coronary artery disease based on electronic health record cohort of 102 023 patients. Eur Heart J (2013) 1.18
Development of inpatient risk stratification models of acute kidney injury for use in electronic health records. Med Decis Making (2010) 1.09
Toward personalizing treatment for depression: predicting diagnosis and severity. J Am Med Inform Assoc (2014) 1.08
Identifying patients at high risk of a cardiovascular event in the near future: current status and future directions: report of a national heart, lung, and blood institute working group. Circulation (2010) 1.07
Assessing calibration of prognostic risk scores. Stat Methods Med Res (2013) 1.00
Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review. J Am Med Inform Assoc (2016) 1.00
Validated, electronic health record deployable prediction models for assessing patient risk of 30-day rehospitalization and mortality in older heart failure patients. JACC Heart Fail (2013) 0.99
Predicting risk of hospitalization or death among patients with heart failure in the veterans health administration. Am J Cardiol (2012) 0.96
Type 2 diabetes risk forecasting from EMR data using machine learning. AMIA Annu Symp Proc (2012) 0.95
Medical decision support using machine learning for early detection of late-onset neonatal sepsis. J Am Med Inform Assoc (2013) 0.93
Machine-learning prediction of cancer survival: a retrospective study using electronic administrative records and a cancer registry. BMJ Open (2014) 0.87
Near-term prediction of sudden cardiac death in older hemodialysis patients using electronic health records. Clin J Am Soc Nephrol (2013) 0.86
Predicting first-year mortality in incident dialysis patients with end-stage renal disease - the UREA5 study. Blood Purif (2014) 0.85
Predicting unplanned readmission after myocardial infarction from routinely collected administrative hospital data. Aust Health Rev (2014) 0.84
Prognostic stratification in older adults commencing dialysis. J Gerontol A Biol Sci Med Sci (2014) 0.83
Modified metabolic syndrome criteria for identification of patients at risk of developing diabetes and coronary heart diseases: longitudinal assessment via electronic health records. Can J Cardiol (2012) 0.80
Patient characteristics and outcomes by GN subtype in ESRD. Clin J Am Soc Nephrol (2015) 1.09
Provider visit frequency and vascular access interventions in hemodialysis. Clin J Am Soc Nephrol (2015) 0.84
Prognostic stratification in older adults commencing dialysis. J Gerontol A Biol Sci Med Sci (2014) 0.83
Advance Directives and End-of-Life Care among Nursing Home Residents Receiving Maintenance Dialysis. Clin J Am Soc Nephrol (2017) 0.78
Adiposity patterns and the risk for ESRD in postmenopausal women. Clin J Am Soc Nephrol (2014) 0.75
Persistent Gaps in Use of Advance Directives Among Nursing Home Residents Receiving Maintenance Dialysis. JAMA Intern Med (2017) 0.75