Comparing General Vision Transformer Embeddings versus Task-Specific Deep Learning Models for Knee Osteoarthritis Grading 

Mohammadreza Chavoshi, MD, Postdoctoral Research Fellow, Department of Radiology, Emory University 
Frank Li, PhD; Theo Dapamede, MD, PhD; Bardia Khosravi, MD, MPH; Aawez Mansuri, MS; Rohan Satya Isaac, MS; Janice Newsome, MD; Hari Trivedi, MD; Judy Gichoya, MS, MD, FSIIM

EdgeDeID: Advancing De-identification with Small LMs (SLMs) and Synthetic Data on Edge Devices 

Bardia Khosravi, MD, MPH, MHPE, Radiology Resident, Department of Radiology, Yale University 
Theo Dapamede, MD, PhD; Frank Li, PhD; Pouria Rouzrokh, MD, MPH, MHPE; Aawez Mansuri, MS; Elham Mahmoudi, MD, MPH; Rohan Satya Isaac, MS; Amirali Khosravi, MD; Mohammadreza Chavoshi, MD; Hari Trivedi, MD; Janice Newsome, MD; Bradley Erickson, MD, PhD, FSIIM; Judy Gichoya, MS, MD, FSIIM

Leveraging Foundation Model Embeddings in Adapter Training for Radiography Classification 

Xue Li, PhD Candidate, Student, Electrical and Computer Engineering, University of Wisconsin-Madison 
Jameson Merkow, PhD; Noel Codella, PhD; Alberto Pang, PhD; Naiteek Sangani, MS; Alexander Ersoy, MS; Christopher Burt; John Garrett, PhD; Richard Bruce, MD; Joshua Warner, MD, PhD, CIIP; Tyler Bradshaw, PhD; Ivan Tarapov, MS; Matthew Lungren, MD; Alan McMillan, PhD 

On the Feasibility of Chest X-ray Reconstruction from Foundation Model Vector Embeddings 

Frank Li, PhD, Postdoctoral Fellow, Radiology, Emory University 
Theo Dapamede, MD, PhD; Mohammadreza Chavoshi, MD; Bardia Khosravi, MD, MPH, MHPE; Janice Newsome, MD; Aawez Mansuri, MS; Rohan Satya Isaac, MS; Hari Trivedi, MD; Judy Gichoya, MS, MD, FSIIM

Synergy of Harnessing a Pixel-AI Tool and NLP-based Patient Care Coordination Tool in the Diagnosis and Management of Brain Aneurysm 

Shlomit Goldberg-Stein, MD, Radiologist, Northwell Health/Zucker School of Medicine 
Jonathan Scheiner, MD; Pina Sanelli, MD; Matthew Sagnelli, MD; Ritesh Patel, MD; David Hirschorn, MD; Matthew Barish, MD 

Utilization of Electronic Health Record Embedded Enterprise Imaging Exchange: A Single Institute Experience 

Josh Volin, MD, Resident Physician, Department of Radiology and Imaging Sciences, Emory University 
Vidya Viswanathan, MD; Peter Harri, MD; Colin Segovis, MD, PhD, MRMD; Nabile Safdar, MD, MPH, FSIIM; Elias Kikano, MD