Conference on Machine Intelligence in Medical Imaging

Application of a Multi-agent Open-source Large Language Model for Data Abstraction from Radiology Report

• Sanaz Vahdati, MD, Mayo Clinic
• Pouria Rouzrokh, MD, MPH, MHPE; Elham Mahmoudi, MD, MPH; Bradley Erickson, MD, PhD, CIIP, FSIIM

Evaluation of Llama2 and Llama3 for Automated Extraction of Ground Truth from Radiology Reports for Post-Deployment Monitoring of Pulmonary Embolism and Intracranial Hemorrhage Detection AI Models

• Theo Dapamede, MD, PhD, Emory University
• Bardia Khosravi, MD, MPH, MHPE; Chad Robichaux, MPH;Aawez Mansuri, MS; Mohammadreza Chavoshi, MD; Alex Belov; Angela Udongwo, MPH; Chinonyelum Igwe; Frank Li, PhD; Beatrice Brown-Mulry; Hanssen Li, MD; John Moon, MD; Judy Gichoya, MD, MS, FSIIM; Hari Trivedi, MD

Examining Patient-Large Language Model Interactions Using the PromptWise Paradigm for Medical Education

• Satvik Tripathi, University of Pennsylvania
• Rithvik Sukumaran; Suhani Dheer; Tessa S. Cook, MD, PhD, CIIP, FSIIM

GPT-Based Automated Classification and Labeling of Surgical Renal Pathology Reports

• Satvik Tripathi, University of Pennsylvania
• Rithvik Sukumaran; Dana Alkhulaifat, MD; Charles M. Chambers, MCIT; Darco Lalevic, MCIT; Hanna Zafar, MD, MHS; Tessa S. Cook, MD, PhD, CIIP, FSIIM

Revolutionizing Radiological Research: LLMs for Rapid, Accurate Data Extraction from Clinical Reports

• Ali Ganjizadeh, MD, Mayo Clinic
• Bardia Khosravi, MD, MPH, MHPE; David A. Woodrum, MD, PhD; Bradley J. Erickson, MD, PhD, CIIP, FSIIM

The Effect of Prompt Elements on Labelling Incidental Breast Findings by Llama3-8B in Radiology Reports

• Benjamin Rush, PhD, MPH, University of Wisconsin-Madison
• John Garrett, PhD; Thanh Nguyen; Ryan W. Woods, MD, MPH