Scientific Abstract Presentations: Generative AI & General Applications in NLP

Abstracts

Automatic Personalized Impression Generation for PET Reports Using Large Language Models

  • Xin Tie, MS, Graduate Research Assistant, University of Wisconsin-Madison
  • Muheon Shin, MD; Ali Pirasteh, MD; Ibrahim Nevein, MD; Zachary M. Huemann, MS; Junjie Hu, PhD; Steve Y. Cho, MD; Tyler J. Bradshaw, PhD

Hybrid Model for Whole-Body Synthetic CT Generation from TOF NAC PET Scans: Improved Accuracy and Attenuation Correction

  • Alan McMillan, PhD, Professor of Clinical Health Sciences, UW Health
  • Iman Z. Estakhraji, PhD; Tyler Bradshaw, PhD; Alan McMillan, PhD; Ali Pirasteh, MD

Improving the Readability of Patient-facing Information About Lung Cancer Using Large Language Models: ChatGPT, GPT-4 and Bard

  • Hana Haver, MD, Resident Physician, University of Maryland Medical Intelligent Imaging (UM2ii) Center & Massachusetts General Hospital
  • Jean Jeudy, MD; Cheng T. Lin, MD; Arlene Sirajuddin, MD; Paul H. Yi, MD, MS

Realistic Generation and Removal of Brain Tumoral Lesions on Multiparametric Brain MRI with Diffusion Models

  • Pouria Rouzrokh, MD, MPH, MHPE, Research Associate, Mayo Clinic AI Laboratory
  • Bardia Khosravi, MD, MPH, MHPE; Shahriar Faghani, MD; Mana Moassefi, MD; Sanaz Vahdati, MD; Bradley J. Erickson, MD, PhD, CIIP, FSIIM

Synthesizing fMRI from MRI and EEG: A Deep Generative Approach

  • Shahriar Faghani, MD, Postdoctoral Research Fellow, Mayo Clinic
  • Cooper Gamble

Utilizing Generative AI to Recognize Racial Disparities in Imaging Registries: A Step Toward Model Explainability

  • Bardia Khosravi, MD, MPH, MHPE, Postdoctoral Research Fellow, Mayo Clinic AI Laboratory
  • Pouria Rouzrokh, MD, MPH, MHPE; Bradley J. Erickson, MD, PhD, CIIP, FSIIM; Hillary W. Garner, MD; Doris E. Wenger, MD; Michael J. Taunton, MD; Cody C. Wyles, MD

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

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Date

Mon, Oct 2

Location

Turner Auditorium

Time

8:45 – 10:15 AM ET

Continuing Education

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