Social determinants of health (SDoH) are becoming more recognized for their influence on health and illness. However, SDoH information capture within the electronic healt [...]

Interest among clinicians and researchers in social determinants of health has increased in recent years, driven by a recognition of its role as a major contributor to he [...]

Patients on prescription opioids for pain can develop opioid use disorder (OUD) from extended use. Such patients are at increased risk for opioid overdose deaths contribu [...]

Accuracy of medication data in EHR is crucial for patient care and research. Previous work has shown frequent errors in medication lists include incomplete records, dupli [...]

Electronic health records (EHRs) provide a voluminous amount of data for research. However, potential biases threaten the internal and external validity of observational [...]

This dissertation develops machine learning methods to address key barriers in precision oncology, focusing on spatial biology, multimodal data integration, and clinical [...]

Our objective was to conduct a review of literature on social determinants of health (SDoH) in clinical data in order to characterize data quality (DQ) issues specific to [...]