Tomaz Vrtovec

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 32

Top Topics

Landmark Detection

Top Venues

Medical Imaging: Image Processing

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Gasper Podobnik, Primoz Strojan, Primoz Peterlin, Bulat Ibragimov, Tomaz Vrtovec
Multimodal CT and MR Segmentation of Head and Neck Organs-at-Risk. MICCAI (4) (2023)
Luka Skrlj, Matija Jelenc, Tomaz Vrtovec
Detection of Aortic Cusp Landmarks in Computed Tomography Images with Deep Learning. FIMH (2023)
Imad Eddine Ibrahim Bekkouch, Bulat Maksudov, Semen Kiselev, Tamerlan Mustafaev, Tomaz Vrtovec, Bulat Ibragimov
Multi-landmark environment analysis with reinforcement learning for pelvic abnormality detection and quantification. Medical Image Anal. 78 (2022)
Gasper Podobnik, Bulat Ibragimov, Primoz Strojan, Primoz Peterlin, Tomaz Vrtovec
Segmentation of Organs-At-Risk from Ct and Mr Images of the Head and Neck: Baseline Results. ISBI (2022)
Gasper Podobnik, Primoz Strojan, Primoz Peterlin, Bulat Ibragimov, Tomaz Vrtovec
Parotid gland segmentation with nnU-Net: deployment scenario and inter-observer variability analysis. Medical Imaging: Image Processing (2022)
Imad Eddine Ibrahim Bekkouch, Tamerlan Aidinovich, Tomaz Vrtovec, Ramil Kuleev, Bulat Ibragimov
Multi-agent shape models for hip landmark detection in MR scans. Medical Imaging: Image Processing (2021)
Maksym Kholiavchenko, Ilyas Sirazitdinov, Konstantin Kubrak, R. Badrutdinova, Ramil Kuleev, Yixuan Yuan, Tomaz Vrtovec, Bulat Ibragimov
Contour-aware multi-label chest X-ray organ segmentation. Int. J. Comput. Assist. Radiol. Surg. 15 (3) (2020)
Alan Petrônio Pinheiro, Júlio Cézar Coelho, Antônio Cláudio Paschoarelli Veiga, Tomaz Vrtovec
A computerized method for evaluating scoliotic deformities using elliptical pattern recognition in X-ray spine images. Comput. Methods Programs Biomed. 161 (2018)
Dejan Knez, Imad S. Nahle, Tomaz Vrtovec, Stefan Parent, Samuel Kadoury
Computer-assisted pedicle screw placement planning: Towards clinical practice. ISBI (2018)
Robert Korez, Michael Putzier, Tomaz Vrtovec
Automated Measurement of Pelvic Incidence from X-Ray Images. MSKI@MICCAI (2018)
Uros Petkovic, Robert Korez, Tomaz Vrtovec
Semi-automated measurement of the cobb angle from 3D mesh models of the scoliotic spine. ISPA (2017)
Guoyan Zheng, Chengwen Chu, Daniel Belavy, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Hugo Hutt, Richard M. Everson, Judith Meakin, Isabel Lopez Andrade, Ben Glocker, Hao Chen, Qi Dou, Pheng-Ann Heng, Chunliang Wang, Daniel Forsberg, Ales Neubert, Jurgen Fripp, Martin Urschler, Darko Stern, Maria Wimmer
Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge. Medical Image Anal. 35 (2017)
Robert Korez, Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Intervertebral disc segmentation in MR images with 3D convolutional networks. Medical Imaging: Image Processing (2017)
Robert Korez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Segmentation of Pathological Spines in CT Images Using a Two-Way CNN and a Collision-Based Model. MSKI@MICCAI (2017)
Bulat Ibragimov, Robert Korez, Bostjan Likar, Franjo Pernus, Lei Xing, Tomaz Vrtovec
Segmentation of Pathological Structures by Landmark-Assisted Deformable Models. IEEE Trans. Medical Imaging 36 (7) (2017)
Uros Petkovic, Robert Korez, Stefan Parent, Samuel Kadoury, Tomaz Vrtovec
3D Cobb Angle Measurements from Scoliotic Mesh Models with Varying Face-Vertex Density. MSKI@MICCAI (2017)
Robert Korez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Model-Based Segmentation of Vertebral Bodies from MR Images with 3D CNNs. MICCAI (2) (2016)
Jianhua Yao, Joseph E. Burns, Daniel Forsberg, Alexander Seitel, Abtin Rasoulian, Purang Abolmaesumi, Kerstin Hammernik, Martin Urschler, Bulat Ibragimov, Robert Korez, Tomaz Vrtovec, Isaac Castro-Mateos, Jose M. Pozo, Alejandro F. Frangi, Ronald M. Summers, Shuo Li
A multi-center milestone study of clinical vertebral CT segmentation. Comput. Medical Imaging Graph. 49 (2016)
Robert Korez, Benjamin Aubert, Thierry Cresson, Stefan Parent, Tomaz Vrtovec, Jacques A. de Guise, Samuel Kadoury
Sparse and multi-object pose+shape modeling of the three-dimensional scoliotic spine. ISBI (2016)
Ching-Wei Wang, Cheng-Ta Huang, Jia-Hong Lee, Chung-Hsing Li, Sheng-Wei Chang, Ming-Jhih Siao, Tat-Ming Lai, Bulat Ibragimov, Tomaz Vrtovec, Olaf Ronneberger, Philipp Fischer, Timothy F. Cootes, Claudia Lindner
A benchmark for comparison of dental radiography analysis algorithms. Medical Image Anal. 31 (2016)
Dejan Knez, Janez Mohar, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Quantitative comparison between the straight-forward and anatomical insertion technique for pedicle screw placement. Medical Imaging: Image Processing (2016)
Robert Korez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Joint detection and segmentation of vertebral bodies in CT images by sparse representation error minimization. Medical Imaging: Image Processing (2016)
Dejan Knez, Janez Mohar, Robert J. Cirman, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Manual and Computer-Assisted Pedicle Screw Placement Plans: A Quantitative Comparison. CSI@MICCAI (2016)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Accurate landmark-based segmentation by incorporating landmark misdetections. ISBI (2016)
Dejan Knez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Automated determination of pedicle morphometry in the thoracic spine. ISBI (2016)
Dejan Knez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Computer-Assisted Screw Size and Insertion Trajectory Planning for Pedicle Screw Placement Surgery. IEEE Trans. Medical Imaging 35 (6) (2016)
Robert Korez, Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Deformable Model-Based Segmentation of Intervertebral Discs from MR Spine Images by Using the SSC Descriptor. CSI@MICCAI (2015)
Robert Korez, Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
A Framework for Automated Spine and Vertebrae Interpolation-Based Detection and Model-Based Segmentation. IEEE Trans. Medical Imaging 34 (8) (2015)
Ching-Wei Wang, Cheng-Ta Huang, Meng-Che Hsieh, Chung-Hsing Li, Sheng-Wei Chang, Wei-Cheng Li, Remy Vandaele, Raphaël Marée, Sébastien Jodogne, Pierre Geurts, Cheng Chen, Guoyan Zheng, Chengwen Chu, Hengameh Mirzaalian, Ghassan Hamarneh, Tomaz Vrtovec, Bulat Ibragimov
Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge. IEEE Trans. Medical Imaging 34 (9) (2015)
Bulat Ibragimov, Jerry L. Prince, Emi Z. Murano, Jonghye Woo, Maureen L. Stone, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Segmentation of tongue muscles from super-resolution magnetic resonance images. Medical Image Anal. 20 (1) (2015)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Optimal reinforcement of training datasets in semi-supervised landmark-based segmentation. Medical Imaging: Image Processing (2015)
Dejan Knez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Automated Pedicle Screw Size and Trajectory Planning by Maximization of Fastening Strength. CSI@MICCAI (2015)
Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Investigation of the reproducibility and reliability of sagittal vertebral inclination measurements from MR images of the spine. Comput. Medical Imaging Graph. 38 (7) (2014)
Robert Korez, Darko Stern, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Determination of the intervertebral disc space from CT images of the lumbar spine. Medical Imaging: Image Processing (2014)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Shape Representation for Efficient Landmark-Based Segmentation in 3-D. IEEE Trans. Medical Imaging 33 (4) (2014)
Robert Korez, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Parametric modeling of the intervertebral disc space in 3D: Application to CT images of the lumbar spine. Comput. Medical Imaging Graph. 38 (7) (2014)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Statistical shape representation with landmark clustering by solving the assignment problem. Medical Imaging: Image Processing (2013)
Darko Stern, Vesna Njagulj, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Quantitative vertebral morphometry in 3D. Medical Imaging: Image Processing (2013)
Tomaz Vrtovec, Michiel M. A. Janssen, Franjo Pernus, René M. Castelein, Max A. Viergever
Computerized analysis of pelvic incidence from 3D images. Medical Imaging: Image Processing (2012)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Automated measurement of anterior and posterior acetabular sector angles. Medical Imaging: Computer-Aided Diagnosis (2012)
Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
A Game-Theoretic Framework for Landmark-Based Image Segmentation. IEEE Trans. Medical Imaging 31 (9) (2012)
Darko Stern, Miran Bürmen, Vesna Njagulj, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Automatic measurement of vertebral body deformations in CT images based on a 3D parametric model. Medical Imaging: Computer-Aided Diagnosis (2012)
Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Segmentation of vertebral bodies in CT and MR images based on 3D deterministic models. Medical Imaging: Image Processing (2011)
Peter Usenik, Miran Bürmen, Tomaz Vrtovec, Ales Fidler, Franjo Pernus, Bostjan Likar
Automated classification and visualization of healthy and pathological dental tissues based on near-infrared hyper-spectral imaging. Medical Imaging: Computer-Aided Diagnosis (2011)
Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Determination of vertebral pose in 3D by minimization of vertebral asymmetry. Medical Imaging: Image Processing (2011)
Peter Usenik, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Automated tracking and analysis of phospholipid vesicle contours in phase contrast microscopy images. Medical Biol. Eng. Comput. 49 (8) (2011)
Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Automated determination of the centers of vertebral bodies and intervertebral discs in CT and MR lumbar spine images. Medical Imaging: Image Processing (2010)
Peter Usenik, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Automated Tracking of Vesicles in Phase Contrast Microscopy Images. ICPR (2010)
Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Evaluation of manual and computerized methods for the determination of axial vertebral rotation. Medical Imaging: Image Processing (2010)
Darko Stern, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Segmentation of Vertebral Bodies in MR Images Based on Geometrical Models in 3D. MIAR (2010)
Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Evaluation of sagittal vertebral rotation in ct images by manual and automated methods. ISBI (2010)
Darko Stern, Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
Automated determination of spinal centerline in CT and MR images. Medical Imaging: Image Processing (2009)
Tomaz Vrtovec
Modality-Independent Determination of Vertebral Position and Rotation in 3D. MIAR (2008)
Tomaz Vrtovec, Franjo Pernus, Bostjan Likar
A Symmetry-Based Method for the Determination of Vertebral Rotation in 3D. MICCAI (1) (2008)
Tomaz Vrtovec, Bostjan Likar, Franjo Pernus
Determination of 3D location and rotation of lumbar vertebrae in CT images by symmetry-based auto-registration. Medical Imaging: Image Processing (2007)
Tomaz Vrtovec, Sébastien Ourselin, Lavier Gomes, Bostjan Likar, Franjo Pernus
Generation of Curved Planar Reformations from Magnetic Resonance Images of the Spine. MICCAI (2) (2006)
Tomaz Vrtovec, Bostjan Likar, Franjo Pernus
Curved planar reformation of CT spine data. Medical Imaging: Image Processing (2005)
Tomaz Vrtovec, Bostjan Likar, Dejan Tomazevic, Franjo Pernus
Automated robust generation of compact 3D statistical shape models. Medical Imaging: Image Processing (2004)