Current Appointments & Affiliations
Professor of Medicine
·
2026 - Present
Medicine, Hospital Medicine,
Medicine
Recent Publications
Outcomes of a Hospitalist-Led Consult Service for Patients with Opioid Use Disorder: A Propensity Score Weighted Study.
Journal Article J Gen Intern Med · January 2026 BACKGROUND: Medication for opioid use disorder (MOUD) reduces mortality and is the standard of care yet use remains low. Hospitalist-led treatment can fill important gaps in care for patients with OUD. OBJECTIVE: Evaluate effectiveness of a hospitalist-led ... Full text Link to item CiteImpact of Prognostic Notifications on Inpatient Advance Care Planning: A Cluster Randomized Trial.
Journal Article J Pain Symptom Manage · December 2025 BACKGROUND: A poor prognosis is an important trigger for advance care planning (ACP) conversations, but clinicians often overestimate prognosis. OBJECTIVE: To determine whether ACP note documentation increases by notifying inpatient physicians that a patie ... Full text Link to item CitePhysician Characteristics Associated With Advance Care Planning After a Machine Learning-Based Nudge.
Journal Article Am J Hosp Palliat Care · November 21, 2025 Prognostic machine learning models can help identify patients in need of advance care planning (ACP) conversations. However, additional work is needed to understand which factors guide physicians' comfort with and prioritization of ACP conversations, even ... Full text Link to item CiteEducation
University of Virginia ·
1998
M.D.