Conference on Artificial Intelligence in Medical Imaging

A Flexible nnU-Net–Based Framework for Radiotherapy Dose Prediction Across Diverse Beam Geometries and Prescriptions 

• Ho-hsin (Rita) Chang, University of Alabama at Birmingham 
• Rex Cardan, PhD; John Fiveash, MD; Samantha Simiele, PhD; Joseph Harms, PhD; Bodduluri Sandeep, PhD; Richard Popple, PhD; Carlos E. Cardenas, PhD 

 

Automated MRI-Based Classification of Tumor Progression in Diffuse Midline Glioma Using Neural Networks 

• Atlas Haddadi Avval, MD, University of California, San Francisco 
• Evan Bloch; Pierre Nedelec, MS; Brian Nguyen; Andreas Rauschecker, MD, PhD 

 

Baseline Radiomics Model Outperforms RECIST and Clinical Biomarkers in Stratifying Overall Survival in HNSCC Patients Receiving Standard-of-Care Immunotherapy 

• Lauren Brady, PhD, Genmab 
• Omid Haji Maghsoudi, PhD; Deepti Nagarkar, PhD; Morteza Rezanejad, PhD; Teng Jin Ong, PhD; Brandon Higgs, PhD; Kai Zhang, PhD; Rhea Chitalia, PhD; Trishan Arul, MA; Anant Madabhushi, PhD; Nathaniel Braman, PhD 

 

First Evaluation of AI-Assisted Preliminary Report Drafting in Abdomen–Pelvis CT: Effects on Agreement, Confidence, and Mental Demand 

• Pranav Rajpurkar, PhD, a2z Radiology AI 
• Deepanshu Jindal; Julian N. Acosta, MD; Siddhant Dogra, MD; Pooja Jain, MD; Quirin D. Strotzer, MD; Lukas Müller, MD, PhD; Lucas Bijnens, MD; Srivardhan Vanka, MD, MBBS; Viswanathan Murugaiah, MD; Su Hwan Kim, MD; Divya Buchireddygari, MBBS; João Abrantes, MD; Michael Moritz, MD; Jenanan Vairavamurthy, MD; John Fahrner, MD; Samir Rajpurkar, MS 

 

In-Context Prior-Data-Fitted Networks for Robust Stroke Outcome Prediction in Tabular Data 

• Dayeong An, PhD, Northwestern University 
• Chaochao Zhou, PhD; Syed Faruqui, PhD; Ramez Abdalla, MD, PhD; Ali Shaibani, MD; Sameer Ansari, MD, PhD; Donald Cantrell, MD, PhD 

 

Tag-Free Myocardial Function Analysis from Cine MRI via Spatiotemporal Motion Estimation 

• Dayeong An, PhD, Northwestern University 
• Zuheng Kang, MS; El-Sayed Ibrahim, PhD; Donald Cantrell, MD, PhD