Segmentation-based morphometric analysis of neck abscesses on MRI: associations with disease severity - Takeaways - MDSpire
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MRI-Based Segmentation and Morphometric Assessment of Neck Abscesses in Relation to Disease Severity

  • By

  • Ville Viertonen

  • Aapo Sirén

  • Jari-Pekka Vierula

  • Tatu Happonen

  • Mikko Nyman

  • Janne Nurminen

  • Jussi Hirvonen

  • October 8, 2026

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  • 1

    This retrospective, single-center study analyzed 227 patients with surgically confirmed neck abscesses and contrast-enhanced MRI performed within 48 hours of presentation.

  • 2

    Investigators manually segmented abscesses on MRI, including all components of multiloculated collections and excluding surrounding enhancing rims and phlegmonous tissue.

  • 3

    The study assessed MRI-derived abscess volume, sphericity, and compactness against conventional maximum diameter for predicting ICU admission and prolonged hospital length of stay.

  • 4

    The authors defined abscess severity by ICU admission and prolonged hospital length of stay.

  • 5

    The provided context describes the study rationale and methods but does not report results comparing the predictive performance of the MRI-derived measures.

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