Tomaz Vrtovec

Orcid: 0000-0002-6625-0307

According to our database1, Tomaz Vrtovec authored at least 61 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Metrics Revolutions: Groundbreaking Insights into the Implementation of Metrics for Biomedical Image Segmentation.
CoRR, 2024

HDilemma: Are Open-Source Hausdorff Distance Implementations Equivalent?
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Implicitly Explicit: Segmenting Vertebrae with Deep Implicit Statistical Shape Models.
Proceedings of the Shape in Medical Imaging - International Workshop, 2024

2023
Multimodal CT and MR Segmentation of Head and Neck Organs-at-Risk.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Detection of Aortic Cusp Landmarks in Computed Tomography Images with Deep Learning.
Proceedings of the Functional Imaging and Modeling of the Heart, 2023

2022
Multi-landmark environment analysis with reinforcement learning for pelvic abnormality detection and quantification.
Medical Image Anal., 2022

Parotid gland segmentation with nnU-Net: deployment scenario and inter-observer variability analysis.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Segmentation of Organs-At-Risk from Ct and Mr Images of the Head and Neck: Baseline Results.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021
Multi-agent shape models for hip landmark detection in MR scans.
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021

2020
Contour-aware multi-label chest X-ray organ segmentation.
Int. J. Comput. Assist. Radiol. Surg., 2020

2018
A computerized method for evaluating scoliotic deformities using elliptical pattern recognition in X-ray spine images.
Comput. Methods Programs Biomed., 2018

Automated Measurement of Pelvic Incidence from X-Ray Images.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2018

Computer-assisted pedicle screw placement planning: Towards clinical practice.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Segmentation of Pathological Structures by Landmark-Assisted Deformable Models.
IEEE Trans. Medical Imaging, 2017

Evaluation and comparison of 3D intervertebral disc localization and segmentation methods for 3D T2 MR data: A grand challenge.
Medical Image Anal., 2017

Intervertebral disc segmentation in MR images with 3D convolutional networks.
Proceedings of the Medical Imaging 2017: Image Processing, 2017

3D Cobb Angle Measurements from Scoliotic Mesh Models with Varying Face-Vertex Density.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2017

Segmentation of Pathological Spines in CT Images Using a Two-Way CNN and a Collision-Based Model.
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2017

Semi-automated measurement of the cobb angle from 3D mesh models of the scoliotic spine.
Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis, 2017

2016
Computer-Assisted Screw Size and Insertion Trajectory Planning for Pedicle Screw Placement Surgery.
IEEE Trans. Medical Imaging, 2016

A benchmark for comparison of dental radiography analysis algorithms.
Medical Image Anal., 2016

A multi-center milestone study of clinical vertebral CT segmentation.
Comput. Medical Imaging Graph., 2016

Joint detection and segmentation of vertebral bodies in CT images by sparse representation error minimization.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Quantitative comparison between the straight-forward and anatomical insertion technique for pedicle screw placement.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Model-Based Segmentation of Vertebral Bodies from MR Images with 3D CNNs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Manual and Computer-Assisted Pedicle Screw Placement Plans: A Quantitative Comparison.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2016

Sparse and multi-object pose+shape modeling of the three-dimensional scoliotic spine.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Automated determination of pedicle morphometry in the thoracic spine.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Accurate landmark-based segmentation by incorporating landmark misdetections.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Evaluation and Comparison of Anatomical Landmark Detection Methods for Cephalometric X-Ray Images: A Grand Challenge.
IEEE Trans. Medical Imaging, 2015

A Framework for Automated Spine and Vertebrae Interpolation-Based Detection and Model-Based Segmentation.
IEEE Trans. Medical Imaging, 2015

Segmentation of tongue muscles from super-resolution magnetic resonance images.
Medical Image Anal., 2015

Optimal reinforcement of training datasets in semi-supervised landmark-based segmentation.
Proceedings of the Medical Imaging 2015: Image Processing, 2015

Deformable Model-Based Segmentation of Intervertebral Discs from MR Spine Images by Using the SSC Descriptor.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2015

Automated Pedicle Screw Size and Trajectory Planning by Maximization of Fastening Strength.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2015

2014
Shape Representation for Efficient Landmark-Based Segmentation in 3-D.
IEEE Trans. Medical Imaging, 2014

Investigation of the reproducibility and reliability of sagittal vertebral inclination measurements from MR images of the spine.
Comput. Medical Imaging Graph., 2014

Parametric modeling of the intervertebral disc space in 3D: Application to CT images of the lumbar spine.
Comput. Medical Imaging Graph., 2014

Determination of the intervertebral disc space from CT images of the lumbar spine.
Proceedings of the Medical Imaging 2014: Image Processing, 2014

2013
Quantitative vertebral morphometry in 3D.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Statistical shape representation with landmark clustering by solving the assignment problem.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

2012
A Game-Theoretic Framework for Landmark-Based Image Segmentation.
IEEE Trans. Medical Imaging, 2012

Computerized analysis of pelvic incidence from 3D images.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Automatic measurement of vertebral body deformations in CT images based on a 3D parametric model.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 2012

Automated measurement of anterior and posterior acetabular sector angles.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 2012

2011
Automated tracking and analysis of phospholipid vesicle contours in phase contrast microscopy images.
Medical Biol. Eng. Comput., 2011

Determination of vertebral pose in 3D by minimization of vertebral asymmetry.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Segmentation of vertebral bodies in CT and MR images based on 3D deterministic models.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Automated classification and visualization of healthy and pathological dental tissues based on near-infrared hyper-spectral imaging.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

2010
Evaluation of manual and computerized methods for the determination of axial vertebral rotation.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Automated determination of the centers of vertebral bodies and intervertebral discs in CT and MR lumbar spine images.
Proceedings of the Medical Imaging 2010: Image Processing, 2010

Segmentation of Vertebral Bodies in MR Images Based on Geometrical Models in 3D.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

Evaluation of sagittal vertebral rotation in ct images by manual and automated methods.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Automated Tracking of Vesicles in Phase Contrast Microscopy Images.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Automated determination of spinal centerline in CT and MR images.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

2008
A Symmetry-Based Method for the Determination of Vertebral Rotation in 3D.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Modality-Independent Determination of Vertebral Position and Rotation in 3D.
Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

2007
Determination of 3D location and rotation of lumbar vertebrae in CT images by symmetry-based auto-registration.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

2006
Generation of Curved Planar Reformations from Magnetic Resonance Images of the Spine.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

2005
Curved planar reformation of CT spine data.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

2004
Automated robust generation of compact 3D statistical shape models.
Proceedings of the Medical Imaging 2004: Image Processing, 2004


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