Application of natural language processing to identify social needs from patient medical notes: development and assessment of a scalable, performant, and rule-based model in an integrated healthcare delivery system. 2023. JAMIA Open.
Assessing Patient and Community-Level Social Factors; The Synergistic Effect of Social Needs and Social Determinants of Health on Healthcare Utilization at a Multilevel Academic Healthcare System. 2023. Journal of Medical Systems.
Trends and Patterns of Social History Data Collection Within an Electronic Health Record. 2023. Population Health Management.
Development and assessment of a natural language processing model to identify residential instability in electronic health records’ unstructured data: a comparison of 3 integrated healthcare delivery systems. 2022. Jamia Open.
Assessing the Added Value of Vital Signs Extracted from Electronic Health Records in Healthcare Risk Adjustment Models. 2022. Risk Management and Healthcare Policy.
Impact of Social Needs in Electronic Health Records and Claims on Healthcare Utilization and Costs Risk-Adjustment Models Within Medicaid Population. 2022. Population Health Management.
Automated Patient Self-Scheduling: Case Study. 2022. JAMIA.
Comparing and Validating Medication Complexity from Insurance Claims Against Electronic Health Records. 2022. J Manag Care Spec Pharm.
Assessing the Added Value of Blood Pressure Information Derived from Electronic Health Records in Predicting Healthcare Cost and Utilization. 2021. Population Health Management.
Assessing the Impact of Social Needs and Social Determinants of Health on Healthcare Utilization: Using Patient-and Community-Level Data. 2021. Population Health Management.
Social and Behavioral Variables in the Electronic Health Record: A Path Forward to Increase Data Quality and Utility. 2021. Population Health Management.
Comparing the Predictive Effects of Patient Medication Adherence Indices in Electronic Health Record and Claims-Based Risk Stratification Models. 2021. Population Health Management.
Early Relaxation of Community Mitigation Policies and Risk of COVID-19 Resurgence in the United States. 2021. Preventative Medicine.
Integrating E-Prescribing and Pharmacy Claims Data for Predictive Modeling: Comparing Costs and Utilization of Health Plan Members Who Fill Their Initial Medications with Those Who Do Not. 2020. JPMC.
Predictors of Overdose Death Among High-Risk Emergency Department Patients With Substance-Related Encounters: A Data Linkage Cohort Study. 2020. Annals of Emergency Medicine.
A Predictive Risk Model for Nonfatal Opioid Overdose In A Statewide Population Of Buprenorphine Patients. 2019. Drug and Alcohol Dependence.
Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System. 2019. JMIR Medical Informatics.
Integrating Social and Behavioral Determinants of Health into Population Health Analytics: A Conceptual Framework and Suggested Road Map. 2019. Population Health Management.
Comparing Survey-Based Frailty Assessment to Medicare Claims in Predicting Health Outcomes and Utilization in Medicare Beneficiaries. 2019. Journal of Aging and Health.
A Public Health Perspective On Using Electronic Health Records To Address Social Determinants Of Health: The Potential For A National System Of Local Community Health Records In The United States. 2019. International Journal of Medical Informatics.
Discovering the Unclassified Suicide Cases Among Undetermined Drug Overdose Deaths Using Machine Learning Techniques. 2019. Suicide & Life-Threatening Behavior.
Assessing the Availability of Data on Social and Behavioral Determinants in Structured and Unstructured Electronic Health Records: A Retrospective Analysis of a Multilevel Health Care System. 2019. JMIR.
Comparing the Trends of Electronic Health Record Adoption Among Hospitals of the United States and Japan. 2019. Journal of Medical Systems.
The Impact of Social Determinants of Health on Hospitalization in the Veterans Health Administration. 2019. American Journal of Preventative Medicine.
A Systematic Approach for Developing A Corpus Of Patient Reported Adverse Drug Events: A Case Study For SSRI And SNRI Medications. 2019. Journal of Biomedical Informatics.