Franjo Pernus
According to our database1,
Franjo Pernus
authored at least 145 papers
between 1988 and 2024.
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Bibliography
2024
Extensive T1-weighted MRI preprocessing improves generalizability of deep brain age prediction models.
Comput. Biol. Medicine, 2024
2021
Modality agnostic intracranial aneurysm detection through supervised vascular surface classification.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
IEEE Trans. Biomed. Eng., 2020
Vascular Surface Segmentation for Intracranial Aneurysm Isolation and Quantification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019
2018
A Novel Public MR Image Dataset of Multiple Sclerosis Patients With Lesion Segmentations Based on Multi-rater Consensus.
Neuroinformatics, 2018
3D-2D registration in endovascular image-guided surgery: evaluation of state-of-the-art methods on cerebral angiograms.
Int. J. Comput. Assist. Radiol. Surg., 2018
Dataset variability leverages white-matter lesion segmentation performance with convolutional neural network.
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Proceedings of the PRedictive Intelligence in MEdicine - First International Workshop, 2018
2017
IEEE Trans. Medical Imaging, 2017
Int. J. Comput. Vis., 2017
A framework for automatic creation of gold-standard rigid 3D-2D registration datasets.
Int. J. Comput. Assist. Radiol. Surg., 2017
Proceedings of the Medical Imaging 2017: Image Processing, 2017
Benchmarking Quantitative Imaging Biomarker Measurement Methods Without a Gold Standard.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 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
Aneurysm detection in 3D cerebral angiograms based on intra-vascular distance mapping and convolutional neural networks.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
IEEE Trans. Vis. Comput. Graph., 2016
Computer-Assisted Screw Size and Insertion Trajectory Planning for Pedicle Screw Placement Surgery.
IEEE Trans. Medical Imaging, 2016
IEEE Trans. Medical Imaging, 2016
Validation of White-Matter Lesion Change Detection Methods on a Novel Publicly Available MRI Image Database.
Neuroinformatics, 2016
Stratified mixture modeling for segmentation of white-matter lesions in brain MR images.
NeuroImage, 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
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
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Automatic cutting plane identification for computer-aided analysis of intracranial aneurysms.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
A Framework for Automated Spine and Vertebrae Interpolation-Based Detection and Model-Based Segmentation.
IEEE Trans. Medical Imaging, 2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Medical Image Anal., 2015
Comput. Vis. Image Underst., 2015
Automated visual inspection of pharmaceutical tablets in heavily cluttered dynamic environments.
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Optimal reinforcement of training datasets in semi-supervised landmark-based segmentation.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Locally adaptive MR intensity models and MRF-based segmentation of multiple sclerosis lesions.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Device and methods for "gold standard" registration of clinical 3D and 2D cerebral angiograms.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 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
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
2014
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
Fast and Robust 3D to 2D Image Registration by Backprojection of Gradient Covariances.
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Proceedings of the International Conference on Systems, Signals and Image Processing, 2014
2013
3D-2D Registration of Cerebral Angiograms: A Method and Evaluation on Clinical Images.
IEEE Trans. Medical Imaging, 2013
Mach. Vis. Appl., 2013
Real-time in-plane rotation estimation of pharmaceutical tablets: a feature based approach.
Proceedings of the 13. IAPR International Conference on Machine Vision Applications, 2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Evaluation of 3D-2D registration methods for registration of 3D-DSA and 2D-DSA cerebral images.
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
Automated segmentation of MS lesions in brain MR images using localized trimmed-likelihood estimation.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013
Robust Mixture-Parameter Estimation for Unsupervised Segmentation of Brain MR Images.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013
2012
IEEE Trans. Medical Imaging, 2012
Groupwise Registration of Multimodal Images by an Efficient Joint Entropy Minimization Scheme.
IEEE Trans. Image Process., 2012
Medical Image Anal., 2012
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
3D-2D registration of cerebral angiograms based on vessel directions and intensity gradients.
Proceedings of the Medical Imaging 2012: Image Processing, 2012
Method for 3D-2D Registration of Vascular Images: Application to 3D Contrast Agent Flow Visualization.
Proceedings of the Clinical Image-Based Procedures. From Planning to Intervention, 2012
Improved classification and visualization of healthy and pathological hard dental tissues by modeling specular reflections in NIR hyperspectral images.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 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
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, 2012
2011
Mach. Vis. Appl., 2011
Mach. Vis. Appl., 2011
Automated tracking and analysis of phospholipid vesicle contours in phase contrast microscopy images.
Medical Biol. Eng. Comput., 2011
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011
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
Groupwise consistent image registration: a crucial step for the construction of a standardized near infrared hyper-spectral teeth database.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Boundary detection by linear programming with application to lung fields segmentation.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Information-Theoretic Multi-modal Image Registration Based on the Improved Fast Gauss Transform: Application to Brain Images.
Proceedings of the Multimodal Brain Image Analysis, First International Workshop, 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
Proceedings of the Biomedical Image Registration, 4th International Workshop, 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
Towards real-time 2D/3D registration for organ motion monitoring in image-guided radiation therapy.
Proceedings of the Medical Imaging 2010: Visualization, 2010
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
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Contrast enhancement of subcutaneous blood vessel images by means of visible and near-infrared hyper-spectral imaging.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
2008
IEEE Trans. Medical Imaging, 2008
Medical Image Anal., 2008
Robust 3-D/2-D registration of CT and MR to X-ray images based on gradient reconstruction.
Int. J. Comput. Assist. Radiol. Surg., 2008
Proceedings of the 2008 IEEE Conference on Robotics, Automation and Mechatronics, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
EEG to MRI Registration Based on Global and Local Similarities of MRI Intensity Distributions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
2007
IEEE Trans. Medical Imaging, 2007
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2007), 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
Optimizing bone extraction in MR images for 3D/2D gradient based registration of MR and x-ray images.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007
2006
IEEE Trans. Medical Imaging, 2006
IEEE Trans. Medical Imaging, 2006
Proceedings of the Biomedical Image Registration, Third International Workshop, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 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
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
2003
Real Time Imaging, 2003
Comput. Ind., 2003
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003
Correction of multi-spectral MRI intensity non-uniformity via spatially regularized feature condensing.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
2002
Rigid 2D/3D registration of intraoperative digital x-ray images and preoperative CT and MR images.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Segmentation-based retrospective correction of intensity nonuniformity in multispectral MR images.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Nonparametric segmentation of multispectral MR images incorporating spatial and intensity information.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
2001
IEEE Trans. Medical Imaging, 2001
Image Vis. Comput., 2001
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Segmenting Articulated Structures by Hierarchical Statistical Modeling of Shape, Appearance, and Topology.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Gradient-based registration of 3D MR and 2D X-ray images.
Proceedings of the CARS 2001. Computer Assisted Radiology and Surgery. Proceedings of the 15th International Congress and Exhibition, 2001
2000
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Modeling Morphological Changes During Contraction of Muscle Fibres by Active Contours.
Proceedings of the Computer Analysis of Images and Patterns, 8th International Conference, 1999
1998
Pattern Recognit., 1998
Proceedings of the Medical Imaging 1998: Image Processing, 1998
1997
Proceedings of the Computer Analysis of Images and Patterns, 7th International Conference, 1997
1996
Segmentation of muscle fibre images using Voronoi diagrams and active contour models.
Proceedings of the 13th International Conference on Pattern Recognition, 1996
1995
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995
1994
Two-dimensional object recognition using multiresolution non-information-preserving shape features.
Pattern Recognit. Lett., 1994
1992
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992
1988
Pattern Recognit. Lett., 1988