Cristian Lorenz
Orcid: 0000-0002-3693-4230
According to our database1,
Cristian Lorenz
authored at least 112 papers
between 1996 and 2023.
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Bibliography
2023
Reducing segmentation failures in cardiac MRI via late feature fusion and GAN-based augmentation.
Comput. Biol. Medicine, July, 2023
IEEE Trans. Medical Imaging, March, 2023
On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance images.
Medical Image Anal., 2023
2022
CoRR, 2022
CoRR, 2022
Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networks.
Comput. Medical Imaging Graph., 2022
A Stratified Cascaded Approach for Brain Tumor Segmentation with the Aid of Multi-modal Synthetic Data.
Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022
2021
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021
2020
Combining deep learning and model-based segmentation for labeled spine CT segmentation.
Proceedings of the Medical Imaging 2020: Image Processing, 2020
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2020
Heterogeneous Virtual Population of Simulated CMR Images for Improving the Generalization of Cardiac Segmentation Algorithms.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2020
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
A General Framework for Localizing and Locally Segmenting Correlated Objects: A Case Study on Intervertebral Discs in Multi-modality MR Images.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019
Proceedings of the Medical Imaging 2019: Image Processing, 2019
Automatically Localizing a Large Set of Spatially Correlated Key Points: A Case Study in Spine Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
2018
Detection and localization of spatially correlated point landmarks in medical images using an automatically learned conditional random field.
Comput. Vis. Image Underst., 2018
A Novel Approach to Handle Inference in Discrete Markov Networks with Large Label Sets.
Proceedings of the International Conference on Probabilistic Graphical Models, 2018
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Proceedings of the Medical Imaging 2018: Image Processing, 2018
Localization and Labeling of Posterior Ribs in Chest Radiographs Using a CRF-regularized FCN with Local Refinement.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2018
2017
Spine segmentation from C-arm CT data sets: application to region-of-interest volumes for spinal interventions.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017
Detection and Localization of Landmarks in the Lower Extremities Using an Automatically Learned Conditional Random Field.
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017
2016
Medical Image Anal., 2016
Landmark constellation models for medical image content identification and localization.
Int. J. Comput. Assist. Radiol. Surg., 2016
Learning from redundant but inconsistent reference data: anatomical views and measurements for fetal brain screening.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Localization of skeletal and aortic landmarks in trauma CT data based on the Discriminative Generalized Hough Transform.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Proceedings of the Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling, San Diego, California, United States, 27 February, 2016
2015
Adaptation of an articulated fetal skeleton model to three-dimensional fetal image data.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
2014
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Towards a comprehensive CT image segmentation for thoracic organ radiation dose estimation and reporting.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Breast deformation modelling: comparison of methods to obtain a patient specific unloaded configuration.
Proceedings of the Medical Imaging 2014: Image-Guided Procedures, 2014
2013
Discriminative generalized Hough transform for object localization in medical images.
Int. J. Comput. Assist. Radiol. Surg., 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Biomechanically guided prone-to-supine image registration of breast MRI using an estimated reference state.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Automated volume of interest delineation and rendering of cone beam CT images in interventional cardiology.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012
Respiratory motion compensation for image-guided bronchoscopy using a general motion model.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
IEEE Trans. Medical Imaging, 2011
Conduction Velocity Restitution of the Human Atrium - An Efficient Measurement Protocol for Clinical Electrophysiological Studies.
IEEE Trans. Biomed. Eng., 2011
Predicting Tissue Conductivity Influences on Body Surface Potentials - An Efficient Approach Based on Principal Component Analysis.
IEEE Trans. Biomed. Eng., 2011
Segmentation of the heart and great vessels in CT images using a model-based adaptation framework.
Medical Image Anal., 2011
Discriminative Generalized Hough transform for localization of joints in the lower extremities.
Comput. Sci. Res. Dev., 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Automatic Segmentation of Cardiac CTs - Personalized Atrial Models Augmented with Electrophysiological Structures.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
Modeling Atrial Fiber Orientation in Patient-Specific Geometries: A Semi-automatic Rule-Based Approach.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
Proceedings of the 10. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2011
2010
Wave-Direction and Conduction-Velocity Analysis From Intracardiac Electrograms-A Single-Shot Technique.
IEEE Trans. Biomed. Eng., 2010
3D reconstruction of the human rib cage from 2D projection images using a statistical shape model.
Int. J. Comput. Assist. Radiol. Surg., 2010
Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010
A completely automated processing pipeline for lung and lung lobe segmentation and its application to the LIDC-IDRI data base.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Imaging 2010: Visualization, 2010
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Lokalisierung der Leber mittels einer Diskriminativen Generalisierten Hough Transformation.
Proceedings of the 9. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2010
Fully Automatic Model Creation for Object Localization utilizing the Generalized Hough Transform.
Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010
2009
Automated model-based vertebra detection, identification, and segmentation in CT images.
Medical Image Anal., 2009
Free-breathing intra- and intersubject respiratory motion capturing, modeling, and prediction.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Extracting Clinically Relevant Circular Mapping and Coronary Sinus Catheter Potentials from Atrial Simulations.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009
2008
IEEE Trans. Medical Imaging, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008
2007
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
2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006
2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Proceedings of the Functional Imaging and Modeling of the Heart, 2005
Proceedings of the Functional Imaging and Modeling of the Heart, 2005
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005
2004
Vis. Comput., 2004
Proceedings of the 2004 International Conference on Shape Modeling and Applications (SMI 2004), 2004
Proceedings of the 2004 International Conference on Shape Modeling and Applications (SMI 2004), 2004
Proceedings of the Medical Imaging 2004: Image Processing, 2004
A General Framework for Tree Segmentation and Reconstruction from Medical Volume Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Automated assessment of bronchial lumen, wall thickness and bronchoarterial diameter ratio of the tracheobronchial tree using high-resolution CT.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
IEEE Trans. Medical Imaging, 2003
2002
Simultaneous segmentation and tree reconstruction of the airways for virtual bronchoscopy.
Proceedings of the Medical Imaging 2002: Image Processing, 2002
2001
Shape-model-based adaptation of 3D deformable meshes for segmentation of medical images.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Efficient representation of shape variability using surface-based free-vibration modes.
Proceedings of the Medical Imaging 2001: Image Processing, 2001
Proceedings of the Information Processing in Medical Imaging, 2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
2000
Comput. Vis. Image Underst., 2000
1999
Statistical shape description using Gaussian Markov random fields and its application to medical image segmentation.
Proceedings of the Medical Imaging 1999: Image Processing, 1999
Development of a point-based shape representation of arbitrary three-dimensional medical objects suitable for statistical shape modeling.
Proceedings of the Medical Imaging 1999: Image Processing, 1999
Weighted least squares for point-based registration in digital subtraction angiography (DSA).
Proceedings of the Medical Imaging 1999: Image Processing, 1999
Proceedings of the 2nd International Conference on 3D Digital Imaging and Modeling (3DIM '99), 1999
1998
IEEE Trans. Inf. Technol. Biomed., 1998
1997
A Multi-scale Line Filter with Automatic Scale Selection Based on the Hessian Matrix for Medical Image Segmentation.
Proceedings of the Scale-Space Theory in Computer Vision, First International Conference, 1997
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997
An approach to 2D/3D registration of a vertebra in 2D X-ray fluoroscopies with 3D CT images.
Proceedings of the CVRMed-MRCAS'97, 1997
Multi-scale line segmentation with automatic estimation of width, contrast and tangential direction in 2D and 3D medical images.
Proceedings of the CVRMed-MRCAS'97, 1997
Image registration: convex weighting functions for histogram-based similarity measures.
Proceedings of the CVRMed-MRCAS'97, 1997
Improvement of Vessel Segmentation by Elastically Compensated Patient Motion in Digital Subtraction Angiography Images.
Proceedings of the Computer Analysis of Images and Patterns, 7th International Conference, 1997
1996
Using an Entropy Similarity Measure to Enhance the Quality of DSA Images with an Algorithm Based on Template Matching.
Proceedings of the Visualization in Biomedical Computing, 4th International Conference, 1996