Comparative Health Services Research across Populations: The Unused Opportunities in Big Data

由 Goldstein, Benjamin A., Winkelmayer, Wolfgang C.
發表在 Kidney Int (2015)

Genetic cardiovascular risk prediction: are we already there?

由 Assimes, Themistocles L., Goldstein, Benjamin A.
發表在 Eur Heart J (2016)

Illustrating Informed Presence Bias in Electronic Health Records Data: How Patient Interactions with a Health System Can Impact Inference

由 Phelan, Matthew, Bhavsar, Nrupen A., Goldstein, Benjamin A.
發表在 EGEMS (Wash DC) (2017)

Random Forests for Genetic Association Studies

由 Goldstein, Benjamin A., Polley, Eric C., Briggs, Farren B. S.
出版 2011

Classifying Individuals Based on a Densely Captured Sequence of Vital Signs: An Example using Repeated Blood Pressure Measurements during Hemodialysis Treatment

由 Goldstein, Benjamin A., Chang, Tara I., Winkelmayer, Wolfgang C.
發表在 J Biomed Inform (2015)

Risk Prediction With Electronic Health Records: The Importance of Model Validation and Clinical Context

由 Goldstein, Benjamin A., Navar, Ann Marie, Pencina, Michael J.
發表在 JAMA Cardiol (2016)

Moving beyond regression techniques in cardiovascular risk prediction: applying machine learning to address analytic challenges

由 Goldstein, Benjamin A., Navar, Ann Marie, Carter, Rickey E.
發表在 Eur Heart J (2017)

Detecting Clinically Meaningful Biomarkers with Repeated Measurements: An Illustration with Electronic Health Records

由 Goldstein, Benjamin A., Assimes, Themistocles, Winkelmayer, Wolfgang C., Hastie, Trevor
發表在 Biometrics (2015)

Contemporary considerations for constructing a Genetic Risk Score: An Empirical Approach

由 Goldstein, Benjamin A., Yang, Lingyao, Salfati, Elias, Assimes, Themistoclies L.
發表在 Genet Epidemiol (2015)

An application of Random Forests to a genome-wide association dataset: Methodological considerations & new findings

由 Hubbard Alan E, Goldstein Benjamin A, Cutler Adele, Barcellos Lisa F
出版 2010-06-01

An application of Random Forests to a genome-wide association dataset: Methodological considerations & new findings

由 Goldstein, Benjamin A, Hubbard, Alan E, Cutler, Adele, Barcellos, Lisa F
出版 2010

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

由 Goldstein, Benjamin A., Bhavsar, Nrupen A., Phelan, Matthew, Pencina, Michael J.
發表在 Am J Epidemiol (2016)

How and when informative visit processes can bias inference when using electronic health records data for clinical research

由 Goldstein, Benjamin A, Phelan, Matthew, Pagidipati, Neha J, Peskoe, Sarah B
發表在 J Am Med Inform Assoc (2019)

Investigating sources of inaccuracy in wearable optical heart rate sensors

由 Bent, Brinnae, Goldstein, Benjamin A., Kibbe, Warren A., Dunn, Jessilyn P.
發表在 NPJ Digit Med (2020)

Hispanic Ethnicity and Vascular Access Use in Patients Initiating Hemodialysis in the United States

由 Arce, Cristina M., Mitani, Aya A., Goldstein, Benjamin A., Winkelmayer, Wolfgang C.
出版 2012

Trends in Relative Mortality Between Hispanic and Non-Hispanic Whites Initiating Dialysis: A Retrospective Study of the US Renal Data System

由 Arce, Cristina M., Goldstein, Benjamin A., Mitani, Aya A., Winkelmayer, Wolfgang C.
出版 2013

Using “Big Data” to Capture Overall Health Status: Properties and Predictive Value of a Claims-Based Health Risk Score

由 Hamad, Rita, Modrek, Sepideh, Kubo, Jessica, Goldstein, Benjamin A., Cullen, Mark R.
發表在 PLoS One (2015)

A comparison of risk prediction methods using repeated observations: An application to Electronic Health Records for Hemodialysis

由 Goldstein, Benjamin A., Pomann, Gina Maria, Winkelmayer, Wolfgang C., Pencina, Michael J.
發表在 Stat Med (2017)

Early acute lung injury: Criteria for identifying lung Injury prior to the need for positive pressure ventilation

由 Levitt, Joseph E., Calfee, Carolyn S., Goldstein, Benjamin A, Vojnik, Rosemary, Matthay, Michael A.
出版 2013

Donor Predictors of Allograft Utilization and Recipient Outcomes after Heart Transplantation

由 Khush, Kiran K., Menza, Rebecca, Nguyen, John, Zaroff, Jonathan G., Goldstein, Benjamin A.
出版 2013