This summer, our team had the opportunity to share a wide range of research across multiple conferences and symposia.
UCSF Radiology Imaging Conference – June 2025
Ali Nowroozi — “Large language models in radiologic numerical tasks: A thorough evaluation and error analysis”
Authors: Ali Nowroozi, MD, Adrian Serapio, BS, Masha Bondarenko, BS, Tician Schnitzler, MD, Sukhmanjit S Brar, MBBS, Jae Ho Sohn, MD, MS
Awarded Best Poster in the ci2 sub-departmental category.
Adrian Serapio — “Evaluating the Performance of Large Language Models in Revising Imaging Indications”
Authors: Adrian Serapio, BS*; Timothy L. Chen, MD*; Brian Tangsombatvisit, BS; Daniel Theng, BS; Brandon K.K. Fields, MD; Michael Romano, MD, PhD; Yannan Yu, MD; Yue Guo, PhD; Soo Kyung Kim, PhD; Brenda Y. Miao, PhD; Madhumita Sushil, PhD; Christopher Hess, MD, PhD; Sharmila Majumdar, PhD; Jae Ho Sohn, MD, MS (* co-first authors)
UCSF RIDR & ci2 Summer Student Symposium – August 2025
Koharu Sakiyama — “Patient-Friendly LVLM Agent for CT Scan Interpretation in Lung Cancer Screening”
Read more here in this feature from the Ci2 Department.
Gabriel F. Pérez Pagán— “Delays in ILD Management Following Radiological Evidence of Interstitial Lung Abnormalities”
Juan Cerna — “Evaluating the Accuracy and Safety of Patient-Friendly Complete Radiology Reports Using a HIPAA-Compliant Large Language Model”
UCSF Radiology Imaging Symposium – September 2025
Juan Cerna — “Evaluating the Accuracy and Safety of Patient-Friendly Complete Radiology Reports Using a HIPAA-Compliant Large Language Model”
Authors: Juan Serna, BS, Yannan Yu, MD, Jae Ho Sohn, MD, MS
Masha Bondarenko & Hong Yu — “Pre-Imaging Predictors of Cardiac MRI Image Quality with Large Language Model–Based Data Extraction”
Authors: Hong Yu*, MD, PhD, Masha Bondarenko*, BS, Ali Nowroozi, MD, Punita Kaveti, MD, Jae Ho Sohn, MD, MS (*co-first authors)
Ali Nowroozi — “Using AI for Predicting the Future Risk of Lung Cancer Screening: An External and Retrospective Analysis of Sybil and Exploring Opportunities for Workflow Optimization and Risk Stratification”
Authors: Ali Nowroozi, MD, Adam Yala, PhD, Jae Ho Sohn, MD, MS