Recent Scholarly Works
Supervised Fine-Tuning of Large Language Models With Chain-of-Thought Reasoning for Pediatric Heart Disease Detection in Unstructured Echocardiogram Reports: Algorithm Development and Validation.
Journal article JMIR Form Res · June 8, 2026 BACKGROUND: Pediatric heart disease (PHD), including congenital heart defects, is often incompletely captured in electronic health records, particularly when clinical significance must be inferred from unstructured echocardiogram reports. Automated methods ... Full text Link to item CiteAn Adult Population Pharmacokinetic Model to Simulate Subcutaneous Administration of a Fixed Dose of Furosemide in Adolescents with Heart Failure and Volume Overload.
Journal article Clin Pharmacokinet · June 2025 BACKGROUND: Subcutaneous furosemide administered with the On-Body Infusor could be useful in children with heart failure (HF) and congestion due to volume overload, but the appropriate dosing regimen is unknown. OBJECTIVE: This study aimed to develop a pop ... Full text Link to item CiteAcyclovir Dosing Practices Across a Multicenter Cohort of Neonatal Intensive Care Units.
Journal article Pediatr Infect Dis J · December 1, 2024 BACKGROUND: Acyclovir is the first-line therapy for neonatal herpes simplex virus infections. Therapy can mitigate morbidity and mortality but carries a risk for toxicity. We aimed to compare acyclovir dosing in neonatal intensive care units to published r ... Full text Link to item CiteRecent Grants
Deep learning artificial intelligence detection of pediatric heart transplant rejection
ResearchPrincipal Investigator · Awarded by Thrasher Research Fund · 2024 - 2027View All Grants