Scientific Abstract Presentations: Toolkits and Machine Learning Algorithms


A Comprehensive Guide to Preparing Medical Imaging Data for AI: A SIIM Survey

  • Sanaz Vahdati, MD, Postdoctoral Research Fellow, Mayo Clinic
  • Bardia Khosravi, MD, MPH, MHPE; Elham Mahmoudi, MD, MPH; Pouria Rouzrokh, MD, MPH, MHPE; Shahriar Faghani, MD; Mana Moassefi, MD; Aylin Tahmasebi, MD; Katherine Andriole, PhD, FSIIM; Peter Chang, MD; Keyvan Farahani, PhD; Mona G. Flores, MD; Judy W. Gichoya, MD, MS; Sina Houshmand; MD; Bradley J. Erickson, MD, PhD, CIIP, FSIIM

Care to ExplAIn? Differential Impacts of Explanation Types on Physician Trust in AI

  • Drew Prinster, PhD Candidate, Johns Hopkins University
  • Amama Mahmood; Suchi Saria, PhD; Jean Jeudy, MD; Cheng T. Lin, MD; Chien-Ming Huang, PhD; Paul H. Yi, MD, MS

Evaluating the Utility of Self-Configuring Capsule Networks for Brain Image Segmentation

  • Durga Sritharan, Postgraduate Associate, Yale School of Medicine
  • Sanjay Aneja, MD; Arman Avesta, MD, PhD; Rahul D'Souza; Mariam Aboian, MD, PhD; MingDe Lin, PhD

Exploring Interpretation Maps as a Path to Discover Radiogenomics Biomarkers: A Call for Rethinking

  • Shahriar Faghani, MD, Postdoctoral Research Fellow, Mayo Clinic Rochester
  • Mana Moassefi, MD; Gian Marco Conte, MD, PhD; Bradley J. Erickson, MD, PhD, CIIP, FSIIM

From Isolation to Collaboration: Harmonizing Heterogeneous Medical Imaging Datasets with Partial Annotations

  • Pranav Kulkarni, Bioinformatics Software Engineer, University of Maryland School of Medicine
  • Adway Kanhere, MS; Paul H. Yi, MD, MS; Vishwa S. Parekh, PhD

Machine Learning for the Prediction of Osteopenia/osteoporosis Using the Bone Attenuation of Multiple Osseous Sites from Chest Computed Tomography

  • Ronnie Sebro, MD, PhD, Professor of Radiology, Mayo Clinic Florida
  • Cynthia De la Garza-Ramos, MD

Session Chair

Headshot of Nagy Paul

Paul G. Nagy, PhD, CIIP, FSIIM

Deputy Director, JHM Technology Innovation Center
Associate Professor, Johns Hopkins University School of Medicine
Conference Co-Chair

SIIM CMIMI2023 logo


Mon, Oct 2


Turner Auditorium


10:30 AM – 12:00 PM ET

Continuing Education