Virtual imaging trials: An emerging experimental paradigm in imaging research and practice

Ehsan Samei, Ehsan Abadi, Anuj Kapadia, Joseph Lo, Maciej Mazurowski, Paul Segars

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

Abstract

As medical imaging technologies continue to accelerate in complexity, application, and multiplicity of design choices and use features, they should ideally be evaluated and optimized through human clinical trials. However, such trials are often impossible and impractical. Virtual imaging trials (VITs) offer a solution allowing scientists to conduct “human” trials of emerging imaging concepts and technologies via quick and cost effective simulations. VIT gives researchers a new experimental paradigm to answer fundamental questions that can only be practically answered using the precise controls and known ground truth afforded in the virtual domain. VIT is possible through realistic and accurate modeling of a) the patient, b) the imaging system, and c) the image interpretation process. This paper discusses these topics and offers demonstration examples of select applications of VIT in CT imaging.

Original languageEnglish
Title of host publicationMedical Imaging 2020
Subtitle of host publicationPhysics of Medical Imaging
EditorsGuang-Hong Chen, Hilde Bosmans
PublisherSPIE
ISBN (Electronic)9781510633919
DOIs
StatePublished - 2020
Externally publishedYes
EventMedical Imaging 2020: Physics of Medical Imaging - Houston, United States
Duration: Feb 16 2020Feb 19 2020

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume11312
ISSN (Print)1605-7422

Conference

ConferenceMedical Imaging 2020: Physics of Medical Imaging
Country/TerritoryUnited States
CityHouston
Period02/16/2002/19/20

Keywords

  • CT simulator
  • Computational models
  • Computed Tomography
  • Virtual clinical trial
  • XCAT

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