Scholars@Duke
Jonathan Martin

Jonathan Martin

Associate Professor of Radiology
Radiology, Interventional Radiology
Duke North 1514A, 2301 Erwin Rd, Durham, NC 27710

Scholarly Works - Conferences

Evaluating Large Language Models for Automated Clinical Abstraction in Pulmonary Embolism Registries: Performance Across Model Sizes, Versions, and Parameters

Conference Lecture Notes in Computer Science · January 1, 2026 Pulmonary embolism (PE) registries accelerate practice-improving research but depend on resource-intensive manual abstraction of radiology reports. We evaluated whether openly available large-language models (LLMs) can automate concept extraction from comp ... Full text Cite

Consultation and Echocardiography Timing for Duke Health Patients With Pulmonary Embolism Diagnosed Via Computed Tomography

Conference American Journal of Respiratory and Critical Care Medicine · May 1, 2025 AbstractINTRODUCTION Effective treatment of pulmonary embolism (PE), a major cause of mortality, depends on a timely sequence of care. This includes diagnosis via computed tomography (CT) with a protocol- ... Full text Cite

Abstract No. 460 Radiologists’ knowledge of procedural charges

Conference Journal of Vascular and Interventional Radiology · March 2020 Full text Cite

03:27 PM Abstract No. 356 Feasibility of HeRO graft insertion through stent interstices

Conference Journal of Vascular and Interventional Radiology · March 2019 Full text Cite

Abstracts from The International Symposium on Endovascular Therapy (ISET) 2019

Conference Journal of Vascular and Interventional Radiology · January 2019 Full text Cite

Abstract No. 435 Is sickle cell disease protective against symptomatic uterine fibroids?

Conference Journal of Vascular and Interventional Radiology · April 2018 Full text Cite