Current Appointments & Affiliations
Adjunct Assistant Professor in the Department of Radiology
·
2024 - Present
Radiology, Neuroradiology,
Radiology
In the News
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Recent Publications
Proof-of-Concept Prompted Large Language Model for Radiology Procedure Request Routing.
Journal Article J Vasc Interv Radiol · July 2025 PURPOSE: To measure the accuracy and cost of a proof-of-concept prompted large language model (LLM) to route procedure requests to the appropriate phone number or pager at a single large academic hospital. MATERIALS AND METHODS: At a large academic hospita ... Full text Link to item CiteOpen-Weight Language Models and Retrieval-Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports: Assessment of Approaches and Parameters.
Journal Article Radiol Artif Intell · May 2025 Purpose To develop and evaluate an automated system for extracting structured clinical information from unstructured radiology and pathology reports using open-weight language models (LMs) and retrieval-augmented generation (RAG) and to assess the effects ... Full text Link to item CiteThe Brain Tumor Segmentation - Metastases (BraTS-METS) Challenge 2023: Brain Metastasis Segmentation on Pre-treatment MRI.
Journal Article ArXiv · December 9, 2024 The translation of AI-generated brain metastases (BM) segmentation into clinical practice relies heavily on diverse, high-quality annotated medical imaging datasets. The BraTS-METS 2023 challenge has gained momentum for testing and benchmarking algorithms ... Link to item CiteRecent Grants
MS Clinical Trial: DUOC
ResearchCo Investigator · Awarded by The Marcus Foundation · 2020 - 2025View All Grants
Education, Training & Certifications
Wake Forest University, School of Medicine ·
2014
M.D.
Wake Forest University ·
2012
Ph.D.