Houssem-Eddine Gueziri, Ph. D.

Publications

Evaluation of low-cost hardware alternatives for 3d freehand ultrasound reconstruction in image-guided neurosurgery
É. Léger, H.-E. Gueziri, D.L. Collins, T. Popa, M. Kersten-Oertel, (2021). Simplifying Medical Ultrasound: Second International Workshop, ASMUS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France.
Evaluation of an ultrasound-based navigation system for spine neurosurgery: a porcine cadaver study
H.-E. Gueziri, O. Rabau, C. Santaguida, D.L. Collins, (2021). Frontiers in Oncology, 11:619204.
Quantitation of Tissue Resection Using a Brain Tumor Model and 7-T Magnetic Resonance Imaging Technology
D.H. Tran, A. Winkler-Schwartz, M. Tuznik, H.-E. Gueziri, D. A. Rudko, A. Reich, R. Yilmaz, B. Karlik, D.L. Collins, A. Del Maestro, R. Del Maestro, (2021). World Neurosurgery, In press.

Open-source software for ultrasound-based guidance in spinal fusion surgery
H.-E. Gueziri, C.X.B. Yan, D.L. Collins, (2020). Ultrasound in Medicine & Biology, Vol. 46(12), pp. 3353-3368.
Creating a Comprehensive Research Platform for Surgical Technique and Operative Outcome in Primary Brain Tumor Neurosurgery
A. Winkler-Schwartz, R. Yilmaz, D.H. Tran, H.-E. Gueziri, B. Ying, M. Tuznik, V. Fonov, D.L. Collins, D.A. Rudko, J. Li, P. Debergue, V. Pazos, R. Del Maestro, (2020). World Neurosurgery, Vol. 144, pp. e62-e71.
The state-of-the-art in ultrasound-guided spine interventions
H.-E. Gueziri, C. Santaguida, D.L. Collins, (2020). Medical Image Analysis, Vol. 65, 101769.
Automatic extraction of vertebral landmarks from ultrasound images: A pilot study
A. Brignol, H.-E. Gueziri, F. Cheriet, D.L. Collins, C. Laporte, (2020). Computers in Biology and Medicine, Vol. 122, 103838.

Toward real-time rigid registration of intra-operative ultrasound with preoperative CT images for lumbar spinal fusion surgery
H.-E. Gueziri, S. Drouin, C. X. B. Yan, D. L. Collins, (2019). International journal of computer assisted radiology and surgery, Vol. 14(11), pp. 1933–1943
Computer Vision System for Automatic Counting of Planting Microsites Using UAV Imagery
W. Bouachir, K. E. Ihou, H.-E. Gueziri, N. Bouguila, N. Bélanger, (2019). IEEE Access, Vol. 7, pp. 82491-82500

Fast Registration of CT with Intra-operative Ultrasound Images for Spine Surgery
H.-E. Gueziri, D. L. Collins, (2018). International Workshop and Challenge on Computational Methods and Clinical Applications for Spine Imaging. pp. 29-40

Latency management in scribble-based interactive segmentation of medical images
H.-E. Gueziri, M. J. McGuffin, C. Laporte, (2017). IEEE Transactions on Biomedical Engineering, Vol. 65(5), pp. 1140-1150.

FastDRaW – Fast Delineation by Random Walker: application to large images
H.-E. Gueziri, L. Lakhdar, M. McGuffin and C. Laporte(2016). Presented at MICCAI Workshop on Interactive Medical Image Computing, Athens, Greece.
Graph-based 3D-Ultrasound reconstruction of the liver in the presence of respiratory motion
H.-E. Gueziri, S. Tremblay, C. Laporte and R. Brooks (2017). LNCS Vol. 10129, pp.48-57, Reconstruction, Segmentation, and Analysis of Medical Images: MICCAI 2016 Workshops, Athens, Greece.
A Generalized Graph Reduction Framework for Interactive Segmentation of Large Images
H.-E. Gueziri, M. J. McGuffin, C. Laporte (2016). Computer Vision and Image understanding, Vol. 150, pp. 44-57.

User-guided graph reduction for fast image segmentation
H.-E. Gueziri, M. McGuffin and C. Laporte (2015). IEEE International Conference on Image Processing, pp. 286-290.

Visualizing Positional Uncertainty in Freehand 3D Ultrasound
H.-E. Gueziri, M. McGuffin and C. Laporte (2014). Proc. SPIE 90361H, Medical Imaging: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, USA.

Modelling Postures of Human Movements. D. Medjahed Gamaz, H.-E. Gueziri and N. Haouchine (2010). CIARP 15th IberoAmerican Congress on Pattern Recognition, pp. 202-211, Brazil.