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Human-Centered contrastive explanations for medical imaging using VAE-AC-WGAN

  • DePaul University
  • Northwestern University

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationMedical Imaging 2026
Subtitle of host publicationImaging Informatics
EditorsXiaofeng Yang, William Hsu
PublisherSPIE
ISBN (Electronic)9781510697973
DOIs
StatePublished - Apr 2 2026
EventMedical Imaging 2026: Imaging Informatics - Vancouver, Canada
Duration: Feb 17 2026Feb 19 2026

Publication series

NameProgress in Biomedical Optics and Imaging - Proceedings of SPIE
Volume13930
ISSN (Print)1605-7422
ISSN (Electronic)2410-9045

Conference

ConferenceMedical Imaging 2026: Imaging Informatics
Country/TerritoryCanada
CityVancouver
Period2/17/262/19/26

ASJC Scopus Subject Areas

  • Electronic, Optical and Magnetic Materials
  • Atomic and Molecular Physics, and Optics
  • Biomaterials
  • Radiology Nuclear Medicine and imaging

Keywords

  • Contrastive Explanations
  • Counterfactuals
  • Explainable AI
  • GAN
  • Medical Imaging
  • Variational Autoencoder

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