VSE knjižnice (vzajemna bibliografsko-kataložna baza podatkov COBIB.SI)
  • Assessing accuracy and consistency in intracranial aneurysm sizing [Elektronski vir] : human expertise vs. artifcial intelligence
    Planinc, Andrej ...
    Intracranial aneurysms (IAs) are a common vascular pathology and are associated with a risk of rupture, which is often fatal. Aneurysm growth of more than 1 mm is considered a surrogate of rupture ... risk, therefore, this study presents a comprehensive analysis of intracranial aneurysm measurements utilizing a dataset comprising 358 IA from 248 computed tomography angiography (CTA) scans measured by four junior raters and one senior rater. The study explores the variability in sizing assessments by employing both human raters and an Artificial Intelligence (AI) system. Our findings reveal substantial inter- and intra-rater variability among junior raters, contrasting with the lower intra-rater variability observed in the senior rater. Standard deviations of all raters were above the threshold for IA growth (1 mm). Additionally, the study identifies a systemic bias, indicating a tendency for human experts to measure aneurysms smaller than the AI system. Our findings emphasize the challenges in human assessment while also showcasing the capacity of AI technology to improve the precision and reliability of intracranial aneurysm assessments, especially beneficial for junior raters. The potential of AI was particularly evident in the task of monitoring IA at various intervals, where the AI-based approach surpassed junior raters and achieved performance comparable to senior raters.
    Vir: Scientific reports [Elektronski vir]. - ISSN 2045-2322 (14, article number 16080, 2024, 11 str.)
    Vrsta gradiva - e-članek ; neleposlovje za odrasle
    Leto - 2024
    Jezik - angleški
    COBISS.SI-ID - 204579587

    Povezava(-e):

    https://www.nature.com/articles/s41598-024-65825-4
    Repozitorij Univerze v Ljubljani – RUL
    DOI

Vnos na polico