Publications
2026
How Much Information Is Enough? A Design Space for Mediating Personalized Information with AI in Emergency Care
CHI 2026 - Workshop: Toward Relationship-Centered Care with AI
PORE-LM: A Personalized Outcome-aware Real-World Evidence Module for Language Models
In Review
2025
Context-Aware Filtering of Unstructured Radiology Reports by Anatomical Region
ML4H Proceedings Track
Dual Retrieval for Personalized TBI Prognosis Using Real-World Evidence and Clinical Guidelines
Poster - Stanford AI+HEALTH 2025
Personalized Case‑ and Evidence‑Based TBI Prognosis with Small Language Models
IEEE BHI 2025 - Oral Presentation (Top 9% of Submissions)
Trust Your Neighbors: Multimodal Patient Retrieval for TBI Prognosis
Journal of Biomedical Health Informatics (Oral Presentation at IEEE BHI 2025)- Best Paper Award (Top 1% of Submissions)
2024
Towards Interactive and Interpretable Image Retrieval-Based Diagnosis: Enhancing Brain Tumor Classification with LLM Explanations and Latent Structure Preservation
Best Student Paper Award - Artifical Intelligence in Medicine (AIME)
Oral Presentation - AIME
Personalizing Total Knee Arthroplasty: A Deep Learning Approach to Restoring Natural Alignment with Anatomic Key-point Identification
Accepted Abstract
Podium Presentation - Orthopedic Trauma Association