Area of research
Health Informatics · Artificial Intelligence
Research interest
Research interests include Artificial Intelligence in Healthcare and Education, Machine Learning in Healthcare, Opioid Use Disorder Treatment, and Pain Management and Opioid Use.
Biological data governance in an age of AI
Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance
Validation of the American Heart Association Predicting Risk of Cardiovascular Disease Events Equations in Diverse Socioeconomic Groups: The All of Us Cohort
Abstract 4366575: Performance Benchmarking of Smaller Language Models Against GPT-4 for Predicting Reasons for Oral Anticoagulation Nonprescription in Atrial Fibrillation
Abstract 4370304: Phenotyping Lipid-Lowering Therapies for Patients with ASCVD
Large Language Models Outperform Traditional Natural Language Processing Methods in Extracting Patient-Reported Outcomes in Inflammatory Bowel Disease
Equity in the Setting of Heart Failure Diagnosis: An Analysis of Differences Between and Within Clinician Practices
Large language models outperform traditional natural language processing methods in extracting patient-reported outcomes in IBD
Guiding Principles to Address the Impact of Algorithm Bias on Racial and Ethnic Disparities in Health and Health Care
Perspectives on validation of clinical predictive algorithms
Promoting Equity In Clinical Decision Making: Dismantling Race-Based Medicine
Clinical concept recognition: Evaluation of existing systems on EHRs
Leveraging weak supervision to perform named entity recognition in electronic health records progress notes to identify the ophthalmology exam
Abstract 12957: Identifying Reasons for Statin Nonuse in Individuals With Diabetes Using Deep Learning of Unstructured Electronic Health Records
Machine Learning Applied to Electronic Health Records: Identification of Chemotherapy Patients at High Risk for Preventable Emergency Department Visits and Hospital Admissions
Learning from past respiratory failure patients to triage COVID-19 patient ventilator needs: A multi-institutional study
Reporting of demographic data and representativeness in machine learning models using electronic health records
Putting the data before the algorithm in big data addressing personalized healthcare
Preoperative opioid use and postoperative pain associated with surgical readmissions
PSA Testing Use and Prostate Cancer Diagnostic Stage After the 2012 U.S. Preventive Services Task Force Guideline Changes
Thirty-day unplanned postoperative inpatient and emergency department visits following thoracotomy
A Double-Blind Placebo Randomized Controlled Trial of Minocycline to Reduce Pain After Carpal Tunnel and Trigger Finger Release
A natural language processing algorithm to measure quality prostate cancer care.
Annotation of pain and anesthesia events for surgery-related processes and outcomes extraction
The Ontology for Biomedical Investigations
The Effect of Moving Carpal Tunnel Releases Out of Hospitals on Reducing United States Health Care Charges
Pediatric Patient and Hospital Characteristics Associated With Treatment of Peritonsillar Abscess and Peritonsillar Cellulitis
Readmissions After Treatment of Distal Radius Fractures
Breast Reconstruction National Trends and Healthcare Implications