User profiles for Houssem-Eddine Gueziri

Houssem Eddine Gueziri

Department of Biomedical Engineering, McGill University
Verified email at mcgill.ca
Cited by 168

Estimating medical image registration error and confidence: A taxonomy and scoping review

J Bierbrier, HE Gueziri, DL Collins - Medical Image Analysis, 2022 - Elsevier
Given that image registration is a fundamental and ubiquitous task in both clinical and
research domains of the medical field, errors in registration can have serious consequences. …

The state-of-the-art in ultrasound-guided spine interventions

HE Gueziri, C Santaguida, DL Collins - Medical Image Analysis, 2020 - Elsevier
During the last two decades, intra-operative ultrasound (iUS) imaging has been employed
for various surgical procedures of the spine, including spinal fusion and needle injections. …

SEEGAtlas: A framework for the identification and classification of depth electrodes using clinical images

…, B Frauscher, RP Aro, HE Gueziri… - Journal of Neural …, 2023 - iopscience.iop.org
Objective. Accurate localization, classification, and visualization of intracranial electrodes
are fundamental for analyzing intracranial electrographic recordings. While manual contact …

Computer vision system for automatic counting of planting microsites using UAV imagery

W Bouachir, KE Ihou, HE Gueziri, N Bouguila… - IEEE …, 2019 - ieeexplore.ieee.org
Mechanical site preparation by mounding is often used by the forest industry to provide
optimal growth conditions for tree seedlings. Prior to planting, an essential step consists in …

Toward real-time rigid registration of intra-operative ultrasound with preoperative CT images for lumbar spinal fusion surgery

HE Gueziri, S Drouin, CXB Yan, DL Collins - International journal of …, 2019 - Springer
Purpose Accurate and effective registration of the vertebrae is crucial for spine surgical
navigation procedures. Patient movement, surgical instrumentation or inadvertent contact with …

Creating a comprehensive research platform for surgical technique and operative outcome in primary brain tumor neurosurgery

A Winkler-Schwartz, R Yilmaz, DH Tran, HE Gueziri… - World Neurosurgery, 2020 - Elsevier
Background The operative environment poses many challenges to studying the relationship
between surgical acts and patient outcomes in intracranial oncological neurosurgery. We …

Automatic extraction of vertebral landmarks from ultrasound images: A pilot study

A Brignol, HE Gueziri, F Cheriet, DL Collins… - Computers in Biology …, 2020 - Elsevier
Interpreting ultrasound (US) images of the spine is challenging due to the high variability of
the contrast during freehand US acquisitions. In this paper, an automatic method to extract …

Ultrasound-based navigated pedicle screw insertion without intraoperative radiation: feasibility study on porcine cadavers

HE Gueziri, M Georgiopoulos, C Santaguida… - The Spine Journal, 2022 - Elsevier
BACKGROUND Navigation systems for spinal fusion surgery rely on intraoperative computed
tomography (CT) or fluoroscopy imaging. Both expose patient, surgeons and operating …

Latency management in scribble-based interactive segmentation of medical images

HE Gueziri, MJ McGuffin… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Objective: During an interactive image segmentation task, the outcome is strongly influenced
by human factors. In particular, a reduction in computation time does not guarantee an …

A generalized graph reduction framework for interactive segmentation of large images

HE Gueziri, MJ McGuffin, C Laporte - Computer Vision and Image …, 2016 - Elsevier
The speed of graph-based segmentation approaches, such as random walker (RW) and
graph cut (GC), depends strongly on image size. For high-resolution images, the time required …