Scientific Abstract Presentations: Clinical Applications

Abstracts

Coarse Race and Ethnicity Labels Mask Granular Underdiagnosis Disparities in Deep Learning Models for Chest X-Ray Diagnosis

  • Preetham Bachina, Medical Student, Johns Hopkins School of Medicine
  • Sean P. Garin, Adway Kanhere, MSE; Pranav Kulkarni, Vishwa S. Parekh, PhD; Jeremias Sulam, PhD; Paul H. Yi, MD, MS

Evolutionary Strategies of AI to Study Language Dominance on Functional MRI

  • Joseph N. Stember, MD, PhD, Assistant Attending, Radiology, Memorial Sloan Kettering Cancer Center
  • Katherine Dishner; Mehrnaz Jenabi, MS; Holodny Andrei, MD; Kyung Peck, PhD; Hrithwik Shalu, MS

Hanging Protocol Prediction by Image Identification (HAPPII)

  • Jennifer Oettinger, Undergraduate Research Intern, Mayo Clinic
  • Alex Bratt, MD; Daniel Blezek, PhD

Pediatric-specific nnU-Net and DeepMedic Methods for Autosegmentation of Brain Tumors: A Comparison Study

  • Arastoo Vossough, PhD, MD, CIIP, Associate Professor, Children's Hospital of Philadelphia, University of Pennsylvania
  • Nastaran Khalili, MD, MPH; Anahita Fathi Kazerooni, PhD; Debanjan Haldar, MD; Karthik Viswanathan, MS; Ariana Familiar, PhD; Sina Bagheri, MD; Hannah Anderson, MS; Aria Mahtabfar, MD; Wenxin Tu; Ibraheem Salman Sheikh, MD; Phillip Storm, MD; Adam Resnick, PhD; Christos Davatzikos, PhD; Jeffrey B. Ware, MD; Ali Nabavizadeh, MD

THA-AID: A Trustworthy Deep Learning Tool for Total Hip Arthroplasty Automatic Implant Detection with Uncertainty and Outlier Quantification

  • Pouria Rouzrokh, MD, MPH, MHPE, Research Associate, Radiology, Mayo Clinic
  • John Mickley, MD; Bardia Khosravi, MD, MPH, MHPE; Shahriar Faghani, MD; Mana Moassefi, MD; Bradley Erickson, MD, PhD, CIIP, FSIIM; Michael Taunton, MD; Cody Wyles, MD

Session Chair

Headshot of andriole_katherine

Katherine P. Andriole, PhD, FSIIM

Associate Professor of Radiology, BWH, Harvard Medical School
Director of Research Strategy & Operations,
MGH & BWH Center for Clinical Data Science
Conference Co-Chair

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Date

Mon, Oct 2

Location

Turner Auditorium

Time

1:00 – 2:15 PM ET

Continuing Education

ASRT-RT | CAMPEP-MPCEC | SIIM IIP-CIIP