Cristian Lorenz

Orcid: 0000-0002-3693-4230

According to our database1, Cristian Lorenz authored at least 114 papers between 1996 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Brain MR image simulation for deep learning based medical image analysis networks.
Comput. Methods Programs Biomed., 2024

Multi-modal brain tumor segmentation via conditional synthesis with Fourier domain adaptation.
Comput. Medical Imaging Graph., 2024

2023
Reducing segmentation failures in cardiac MRI via late feature fusion and GAN-based augmentation.
Comput. Biol. Medicine, July, 2023

A Framework for Simulating Cardiac MR Images With Varying Anatomy and Contrast.
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
Pathology Synthesis of 3D Consistent Cardiac MR Im-ages Using 2D VAEs and GANs.
CoRR, 2022

sim2real: Cardiac MR Image Simulation-to-Real Translation via Unsupervised GANs.
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

Pathology Synthesis of 3D Consistent Cardiac MR Images Using 2D VAEs and GANs.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2022

2021
Automated Deep Learning-Based Detection of Osteoporotic Fractures in CT Images.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Deep Learning-based Spine Centerline Extraction in Fetal Ultrasound.
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

4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model.
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

Offset regression networks for view plane estimation in 3D fetal ultrasound.
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

Spine centerline extraction and efficient spine reading of MRI and CT data.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Automated abdominal plane and circumference estimation in 3D US for fetal screening.
Proceedings of the Medical Imaging 2018: Image Processing, 2018

Model based rib-cage unfolding for trauma CT.
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

Deep Learning Based Rib Centerline Extraction and Labeling.
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

Abdomen Segmentation in 3D Fetal Ultrasound Using CNN-powered Deformable Models.
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
Four challenges in medical image analysis from an industrial perspective.
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

SVM-based failure detection of GHT localizations.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Surface driven biomechanical breast image registration.
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
Failure analysis for model-based organ segmentation using outlier detection.
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

Change assessment for CT spine imaging.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Automatic bone removal for 3D liver tace planning with C-arm CT.
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
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge.
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

Shape model training for concurrent localization of the left and right knee.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Temporal subtraction of chest radiographs compensating pose differences.
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

A Hybrid Method for Automatic Anatomical Variant Detection and Segmentation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011

Multi-Level Approach for the Discriminative Generalized Hough Transform.
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

Functional Non-rigid Registration Validation: A CT Phantom Study.
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

Anatomical modeling of the bronchial tree.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Iterative Training of Discriminative Models for the Generalized Hough Transform.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

Prediction Framework for Statistical Respiratory Motion Modeling.
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

Automated vertebra identification in CT images.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Evaluation of 4D-CT Lung Registration.
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
Automatic Model-Based Segmentation of the Heart in CT Images.
IEEE Trans. Medical Imaging, 2008

Validation and comparison of registration methods for free-breathing 4D lung CT.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Segmentation of the heart and major vascular structures in cardiovascular CT images.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

4DCT image-based lung motion field extraction and analysis.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

A unified framework for joint registration and segmentation.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Lung lobe modeling and segmentation with individualized surface meshes.
Proceedings of the Medical Imaging 2008: Image Processing, 2008

Spine Segmentation Using Articulated Shape Models.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Simultaneous Model-Based Segmentation of Multiple Objects.
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008

2007
Automatic whole heart segmentation in CT images: method and validation.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Automated Model-Based Rib Cage Segmentation and Labeling in CT Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

2006
A comprehensive shape model of the heart.
Medical Image Anal., 2006

Automatic LV volume measurement in low dose multi-phase CT by shape tracking.
Proceedings of the Medical Imaging 2006: Image Processing, 2006

Generation of a cardiac shape model from CT Data.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Statistical Geometric Model of the Heart.
Proceedings of the Bildverarbeitung für die Medizin 2006, Algorithmen, Systeme, Anwendungen, Proceedings des Workshops vom 19., 2006

2005
Accurate left atrium segmentation in multislice CT images using a shape model.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Towards a Comprehensive Geometric Model of the Heart.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005

Multi-surface Cardiac Modelling, Segmentation, and Tracking.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005

Robust and Efficient Triangulation of Anatomical Surfaces from Medical Images.
Proceedings of the Bildverarbeitung für die Medizin 2005, Algorithmen - Systeme, 2005

2004
Computing curvature-adaptive surface triangulations of three-dimensional image data.
Vis. Comput., 2004

Modeling the Coronary Artery Tree (Figures 1, 2, 4, and 5).
Proceedings of the 2004 International Conference on Shape Modeling and Applications (SMI 2004), 2004

Modeling the Coronary Artery Tree.
Proceedings of the 2004 International Conference on Shape Modeling and Applications (SMI 2004), 2004

Fast automatic delineation of cardiac volume of interest in MSCT images.
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
Automated 3D PDM Construction from Segmented Images Using Deformable Models.
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

Shape Constrained Deformable Models for 3D Medical Image Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2001

Automated 3D PDM Construction Using Deformable Models.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000
Generation of Point-Based 3D Statistical Shape Models for Anatomical Objects.
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

3D Statistical Shape Models for Medical Image Segmentation.
Proceedings of the 2nd International Conference on 3D Digital Imaging and Modeling (3DIM '99), 1999

1998
The EASI project-improving the effectiveness and quality of image-guided surgery.
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

Comparison and Application of Selected Statistical Shape Models in Medical Imaging.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

Histogram-Based Image Registration for Digital Subtraction Angiography.
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


  Loading...