Inconsistency of AI in intracranial aneurysm detection with varying dose and image reconstruction

Inconsistency of AI in intracranial aneurysm detection with varying dose and image reconstruction

Abstract Scanner-related changes in data quality are common in medical imaging, yet monitoring their impact on diagnostic AI performance remains challenging. In this study, we performed standardized consistency testing of an FDA-cleared and CE-marked AI for triage and notification of intracranial an...

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Bibliographic Details
Main Authors: Leonie Goelz, Angelo Laudani, Ulrich Genske, Michael Scheel, Georg Bohner, Hans-Christian Bauknecht, Sven Mutze, Bernd Hamm, Paul Jahnke
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:Scientific Reports
Subjects:
Intracranial aneurysm
Artificial intelligence
Computed tomography angiography
Reproducibility of findings
Imaging phantoms
Online Access:https://doi.org/10.1038/s41598-025-04830-7
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https://doi.org/10.1038/s41598-025-04830-7

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