Publications
2025
Context-Aware Filtering of Unstructured Radiology Reports by Anatomical Region
ML4H Proceedings Track
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)
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