Systematic evaluation of AI-based text-to-image models for generating medical illustrations in neurosurgery: a multi-stage comparative study.

Journal: Clinical neurology and neurosurgery
Published Date:

Abstract

OBJECTIVE: This study evaluates the effectiveness of artificial intelligence (AI) models in generating accurate, high-quality medical illustrations for vascular neurosurgery. It aims to develop a systematic framework for producing and assessing AI-generated medical images.

Authors

  • Pierce Davis
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. Electronic address: pierce.davis@pennmedicine.upenn.edu.
  • Alan Napole
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Chethan Reddy
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Sai Krishna Palepu
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Albert Q Wu
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Sneha Sai Mannam
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Avi A Gajjar
    Department of Neurological Surgery, University of Pittsburgh Medical Center, Pittsburgh , Pennsylvania , USA.
  • Rashad Jabarkheel
    School of Medicine, Stanford University, Stanford, California.
  • Sonia Ajmera
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Hasan Ahmad
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Kyle W Scott
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Georgios Sioutas
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Oleg Shekhtman
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Sandeep Kandregula
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Redi Rahmani
    Department of Neurosurgery, University of Rochester Medical Center, Rochester, NY, USA.
  • Joshua S Catapano
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
  • Jan-Karl Burkhardt
    Department of Neurosurgery, Baylor College of Medicine, Houston, USA.
  • Visish M Srinivasan
    Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. Electronic address: visishs@upenn.edu.

Keywords

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