Bérczi V

No ORCID on file · 3 papers in corpus · active 2024-2026

Study types

  • preprint 1

Condition tags

  • adenomyosis 1
2026
A clinically informed automated evaluation pipeline for medical image segmentation based on Medical Similarity Index.
Physics and imaging in radiation oncology ·doi:10.1016/j.phro.2026.100950

Accurate tissue delineation is essential in radiotherapy; however, conventional segmentation metrics mainly quantify geometric overlap and lack clinical interpretability. We proposed an automated Python-based evaluation pipeline using a bid…

2025
Outlier data in volume calculations of uterine fibroids comparing ellipsoid formula and voxel-based segmentation.
BMC medical imaging ·doi:10.1186/s12880-025-01672-7

BackgroundThe ellipsoidal formula is the most common method used to determine the volume of fibroids on MR images. Labor-intensive manual segmentation provides the opportunity to measure the volume of a given lesion on a voxel basis. The ai…

preprint 2024
Evaluation of Junctional Zone Differential and Ratio as Possible Markers of Clinical Efficacy in Uterine Artery Embolization of Adenomyosis
·doi:10.21203/rs.3.rs-4164108/v1

Abstract Introduction Uterine artery embolization is a well-established method of adenomyosis treatment. Changes in uterine volume and maximal junctional zone thickness (JZmax) after embolization are thoroughly analyzed in the literature. …