The Role of AI-driven Volumetric Aneurysm Analysis in the Management of Cerebral Aneurysms.

Journal: Neuroimaging clinics of North America
Published Date: Jun 11, 2025

Abstract

This article looks at the current state of aneurysm risk modeling, exploring the limitations of linear measurement. It reviews articles using Food and Drug Administration (FDA)-approved artificial intelligence-driven volumetric measurement tools both for evaluating potential aneurysm growth in patients being managed conservatively as well as in assessing morphologic change prerupture and postrupture. The challenges of defining the aneurysm boundary are explored, and a novel definition of aneurysm/parent artery interface is proposed.

Authors

  • Daniel H Sahlein
    Department of Interventional Neuroradiology, Goodman Campbell Brain and Spine at Ascension St. Vincent Hospital, Carmel, Indiana, USA. Electronic address: dsahlein@goodmancampbell.com.
  • Andrew J DeNardo
    Department of Interventional Neuroradiology, Goodman Campbell Brain and Spine at Ascension St. Vincent Hospital, Carmel, Indiana, USA.
  • Krishna Amuluru
    Department of Interventional Neuroradiology, Goodman Campbell Brain and Spine at Ascension St. Vincent Hospital, Carmel, Indiana, USA.
  • Daniel P Gibson
    Department of Interventional Neuroradiology, Goodman Campbell Brain and Spine at Ascension St. Vincent Hospital, Carmel, Indiana, USA.
  • Eytan Raz
    Departments of Radiology & Neurosurgery, NYU Langone Health Center, New York, NY, USA.
  • Maksim Shapiro
    Departments of9Radiology and.
  • Troy D Payner
    Department of Neurosurgery, Goodman Campbell Brain and Spine at Ascension St. Vincent Hospital, Carmel, Indiana, USA.
  • Charles G Kulwin
    Department of Neurosurgery, Goodman Campbell Brain and Spine at Ascension St. Vincent Hospital, Carmel, Indiana, USA.
  • Kushal J Shah
    Department of Neurosurgery, Goodman Campbell Brain and Spine at Ascension St. Vincent Hospital, Carmel, Indiana, USA.

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