Scientific Abstract Presentations: Clinical Applications


A Comparison of Convolutional Neural Network Architectures in Auto-Segmenting Primary Oropharyngeal Cancers from Contrast-Enhanced CT Scans

  • Onur Sahin, PhD, Medical Student, McGovern Medical School
  • Kareem A. Wahid, PhD; Abdallah S. Mohamed, MD, PhD; Clifton D. Fuller, MD, PhD; Mohamed A. Naser, PhD

Acute Respiratory Distress Syndrome (ARDS) Detection in the Pediatric Intensive Care Unit (PICU) Setting Demonstrates High Performance with Transfer Deep Learning

  • Vahid Khalkhali, PhD, Research Scientist, Children's Hospital of Philadelphia
  • Michael Welsh, DO; Patricia P. Rafful, MD, PhD; Dana S. Alkhulaifat, MD; Adarsh Ghosh, MD; Saurav Bose, MD; Nadir Yehya, MD; Susan T. Sotardi, MD

An Improved UNet++ Architecture for Deep Learning based Segmentation of Kidneys and Cysts in Autosomal Dominant Polycystic Kidney Disease (ADPKD)

  • Chetana Krishnan, Graduate Student, University of Alabama at Birmingham
  • Emma Schmidt; Ezinwanne Onuoha, MS; Michal Mrug, MD; Carlos E Cardenas, PhD; Harrison Kim, PhD

Augmenting the MIDRC Dataset using Deep Learning-Based Quantification of Abdominal Aortic Calcification: Proof-of-Concept for Population-Level Disease Screening

  • Devina Chatterjee, Medical Student, University of Maryland School of Medicine;
  • Adway Kanhere, MS; Annie Trang, MS; Vishwa S. Parekh, PhD; Paul H. Yi, MD, MS

Deep Multiclass Multiple-instance Learning For DSA Classification

  • Reza Moein Taghavi, Medical Student, UC Davis School of Medicine
  • Roger Goldman, MD, PhD

Evaluation of an Artificial Intelligence Chatbot for Delivery of Interventional Radiology Patient Education Material

  • Colin J. McCarthy, MD, Interventional Radiologist, Beth Israel Deaconess Medical Center, Harvard Medical School
  • Seth Berkowitz, MD; Vijay Ramalingam, MD; Muneeb Ahmed, MD
SIIM CMIMI2023 logo


Sun, Oct 1


Turner Auditorium


9:00 – 10:30 AM ET

Continuing Education


Session Chair

Headshot of Siegel Eliot

Eliot L. Siegel, MD, FSIIM
Professor of Radiology, University of Maryland School of Medicine
Chief, Imaging Services, VA Maryland Health Care System
Conference Co-Chair