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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Detalles Bibliográficos

Principais autores:	Leonie Goelz, Angelo Laudani, Ulrich Genske, Michael Scheel, Georg Bohner, Hans-Christian Bauknecht, Sven Mutze, Bernd Hamm, Paul Jahnke
Formato:	Artigo
Idioma:	Inglês
Publicado:	Nature Portfolio 2025-06-01
Series:	Scientific Reports
Assuntos:	Intracranial aneurysm Artificial intelligence Computed tomography angiography Reproducibility of findings Imaging phantoms
Acceso en liña:	https://doi.org/10.1038/s41598-025-04830-7
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