Pre-operative image-based segmentation of the cranial nerves and blood vessels in microvascular decompression: Can we

Parviz Dolati1, Alexandra Golby1, Daniel Eichberg1

  • 1Department of Neurosurgery, BWH, Harvard Medical School, United States.

Abstract

Insights

Image-based segmentation accurately identifies offending vessels in trigeminal neuralgia (TN) and hemifacial spasm (HFS) pre-operatively. This method aids in precise localization, potentially reducing unnecessary surgical explorations.

Area of Science:

  • Neurosurgery
  • Medical Imaging
  • Diagnostic Accuracy

Background:

  • Trigeminal neuralgia (TN) and hemifacial spasm (HFS) are often caused by vascular compression of cranial nerves.
  • Accurate pre-operative localization of the offending vessel is crucial for successful microvascular decompression (MVD).
  • Current methods rely on intraoperative findings, which can be time-consuming and may miss subtle compressions.

Purpose of the Study:

  • To validate the accuracy of image-based pre-operative segmentation for identifying and localizing the offending blood vessels in patients with TN and HFS.
  • To compare the accuracy of image-based segmentation with gold-standard endoscopic and microscopic findings.

Main Methods:

  • Retrospective analysis of 14 TN and 6 HFS cases.
  • 3T MRI with thin-sectioned 3D space T2, 3D Time of Flight, and MPRAGE sequences.
  • Image segmentation performed by a neurosurgeon, validated against intraoperative endoscopic/microscopic findings and neurovascular landmarks.

Main Results:

  • Image-based segmentation correctly identified the compressing vessel in all but one case.
  • Perfect correspondence (Dice coefficient of 1) was observed between segmented images and intraoperative findings.
  • High measurement accuracy of 0.45 ± 0.21 mm was achieved for localization.

Conclusions:

  • Image-based segmentation is a highly accurate and promising tool for pre-operative localization of offending vessels in TN and HFS.
  • This technique may help avoid unnecessary surgical explorations, particularly in atypical cases.
  • Further multicenter studies with larger cohorts are recommended to confirm these findings.

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