Automating Linear Measurements of the Distal Ascending Aorta in CT Angiograms Using AI-based Heatmap Regression to Identify Oblique Planes 

Andrew D. Missert, PhD, AI Scientist and Assistant Professor of Radiology, Mayo Clinic 
Adam Dachowicz, PhD; Jason Klug, PhD; William Ryan; Gian Marco Conte, MD, PhD; Wolfgang Holler; MingDe Lin, PhD; Alex Bratt, MD  

Automating Pennsylvania Act 112 Follow-Up Recommendation Detection in Radiology Reports Using Large Language Models 

Satvik Tripathi, Researcher, Department of Radiology, University of Pennsylvania  
Shawn Lyo, MD; Tessa Cook, MD, PhD, CIIP, FSIIM, FCPP

DeepSPINE: A Comprehensive Deep Learning Model for Multi-Task Lumbar Spine MRI Analysis 

Kay Wu, MD, MS, BSc, Diagnostic Radiology Resident, University of Toronto 
Satvik Tripathi; Christopher Bridge, PhD; Stuart Pomerantz, MD 

Developing Image-based Search Capabilities Within Hospital Databases to Diagnose Rare Brain Tumors 

Nazanin Maleki, MD, Research Fellow, Radiology, The Children’s Hospital of Philadelphia 
Sahil Chadha, MD; Marc von Reppert, MD; Klara Willms, MD; Arman Avesta, MD, PhD; Tal Zeevi, PhD; MingDe Lin, PhD; Karl-Titus Hoffmann, MD; Sanjay Aneja, MD; Mariam Aboian, MD, PhD 

Practical Use of LLMs to Adjudicate Radiology Reports to Assess Performance of a Clinical AI Triage Tool 

Adam Flanders, MD, CIIP, FSIIM, Vice-Chair Imaging Informatics, Radiology, Thomas Jefferson University 
Paras Lakhani, MD; Prahlad Menon, PhD; Robyn Ball, PhD; George Shih, MD MS; Luciano Prevedello, MD 

Report Interpretation Times for Radiology Residents and Attendings Before and After Deployment of a Triaging Model for Pulmonary Embolism and Intracranial Hemorrhage Detection in a Large Academic Center 

Aawez Mansuri, MS, Systems Software Engineer, Emory University 
Theo Dapamede, MD, PhD; Hanssen Li, MD; Wasif Bala, MD; John Moon, MD; Bardia Khosravi, MD, MPH, MHPE; Chad Robichaux, MPH; Frank Li, PhD; Mohammedreza Chavoshi, MD; Beatrice Brown-Mulry; Rohan Issac, MS; Dan Cohen, MD; Ninad Salastekar, MD; Judy Gichoya, MD, MS, FSIIM