Area of research
Statistics and Probability · Economics and Econometrics
Research interest
Research interests include Advanced Causal Inference Techniques, Statistical Methods and Inference, Statistical Methods and Bayesian Inference, and Health Systems, Economic Evaluations, Quality of Life.
Integrating Artificial Intelligence into Causal Research in Epidemiology
A natural language processing pipeline for identifying pediatric long COVID symptoms and functional impacts in freeform clinical notes: a RECOVER study
Studying Continuous, Time-varying, and/or Complex Exposures Using Longitudinal Modified Treatment Policies
Pain Management Treatments and Opioid Use Disorder Risk in Medicaid Patients
A causal roadmap for generating high-quality real-world evidence
Atrial Fibrillation In Patients With Stroke Attributed to Large- or Small-Vessel Disease
Causal survival analysis under competing risks using longitudinal modified treatment policies
Validation of the <i>International Classification of Diseases, Tenth Revision</i> Code for the National Institutes of Health Stroke Scale Score
Effect of Sepsis on Death as Modified by Solid Organ Transplantation
Causal Inference for Social Network Data
Comparison of a Target Trial Emulation Framework vs Cox Regression to Estimate the Association of Corticosteroids With COVID-19 Mortality
When Effects Cannot be Estimated: Redefining Estimands to Understand the Effects of Naloxone Access Laws
Optimising Precision and Power by Machine Learning in Randomised Trials with Ordinal and Time-to-Event Outcomes with an Application to COVID-19
Buprenorphine & methadone dosing strategies to reduce risk of relapse in the treatment of opioid use disorder
Effect of Long-term Continuous Cardiac Monitoring vs Usual Care on Detection of Atrial Fibrillation in Patients With Stroke Attributed to Large- or Small-Vessel Disease
Access to Mechanical Thrombectomy for Ischemic Stroke in the United States
Association Between Intracerebral Hemorrhage and Subsequent Arterial Ischemic Events in Participants From 4 Population-Based Cohort Studies
Association of plasma mitochondrial DNA with COPD severity and progression in the SPIROMICS cohort
Risk of Ischemic Stroke in Patients With Coronavirus Disease 2019 (COVID-19) vs Patients With Influenza
Polypharmacy in Older Adults Hospitalized for Heart Failure
Nonparametric efficient causal mediation with intermediate confounders
Machine Learning Prediction of Stroke Mechanism in Embolic Strokes of Undetermined Source
Associations between cerebrovascular risk factors and parkinson disease
Machine learning in the estimation of causal effects: targeted minimum loss-based estimation and double/debiased machine learning
Reclassification of Ischemic Stroke Etiological Subtypes on the Basis of High-Risk Nonstenosing Carotid Plaque
Risk of Arterial Ischemic Events After Intracerebral Hemorrhage
Prescribing Patterns of Heart Failure-Exacerbating Medications Following a Heart Failure Hospitalization
Indications for β‐Blocker Prescriptions in Heart Failure with Preserved Ejection Fraction
Duration of Heightened Ischemic Stroke Risk After Acute Myocardial Infarction
Evaluation of the Effect of a Continuous Treatment: A Machine Learning Approach with an Application to Treatment for Traumatic Brain Injury