Comparison of interactive and automatic segmentation of stereoelectroencephalography electrodes on computed tomography post-operative images: preliminary results

Healthc Technol Lett. 2018 Sep 17;5(5):215-220. doi: 10.1049/htl.2018.5070. eCollection 2018 Oct.

Abstract

Stereoelectroencephalography is a surgical procedure used in the treatment of pharmacoresistant epilepsy. Multiple electrodes are inserted in the patient's brain in order to record the electrical activity and detect the epileptogenic zone at the source of the seizures. An accurate localisation of their contacts on post-operative images is a crucial step to interpret the recorded signals and achieve a successful resection afterwards. In this Letter, the authors propose interactive and automatic methods to help the surgeon with the segmentation of the electrodes and their contacts. Then, they present a preliminary comparison of the methods in terms of accuracy and processing time through experimental measurements performed by two users, and discuss these first results. The final purpose of this work is to assist the neurosurgeons and neurologists in the contacts localisation procedure, make it faster, more precise and less tedious.

Keywords: accurate localisation; automatic segmentation; biomedical electrodes; computed tomography post-operative images; computerised tomography; contact localisation procedure; electrical activity; electroencephalography; epileptogenic zone; image segmentation; interactive segmentation; medical disorders; medical image processing; multiple electrodes; neurophysiology; patient brain; pharmacoresistant epilepsy treatment; processing time; recorded signals; seizures; stereoelectroencephalography electrodes; successful resection; surgery; surgical procedure.