Using an Entropy Similarity Measure to Enhance the Quality of DSA Images with an Algorithm Based on Template Matching. - Thorsten M. Buzug; Jürgen Weese; Carola Fassnacht; Cristian Lorenz (VBC, 1996)

Improvement of Vessel Segmentation by Elastically Compensated Patient Motion in Digital Subtraction Angiography Images. - Thorsten M. Buzug; Cristian Lorenz; Jürgen Weese (CAIP, 1997)

Image registration: convex weighting functions for histogram-based similarity measures. - Thorsten M. Buzug; Jürgen Weese; Carola Fassnacht; Cristian Lorenz (CVRMed, 1997)

Multi-scale line segmentation with automatic estimation of width, contrast and tangential direction in 2D and 3D medical images. - Cristian Lorenz; Ingwer C. Carlsen; Thorsten M. Buzug; Carola Fassnacht; Jürgen Weese (CVRMed, 1997)

An approach to 2D/3D registration of a vertebra in 2D X-ray fluoroscopies with 3D CT images. - Jürgen Weese; Thorsten M. Buzug; Cristian Lorenz; Carola Fassnacht (CVRMed, 1997)

Histogram-Based Image Registration for Digital Subtraction Angiography. - Thorsten M. Buzug; Jürgen Weese; Cristian Lorenz; Wolfgang Beil (ICIAP (2), 1997)

Comparison and Application of Selected Statistical Shape Models in Medical Imaging. - Anke Neumann; Cristian Lorenz (ICIAP (2), 1997)

A Multi-scale Line Filter with Automatic Scale Selection Based on the Hessian Matrix for Medical Image Segmentation. - Cristian Lorenz; Ingwer C. Carlsen; Thorsten M. Buzug; Carola Fassnacht; Jürgen Weese (Scale-Space, 1997)

The EASI project-improving the effectiveness and quality of image-guided surgery. - Marcel Breeuwer; John P. Wadley; H. L. T. de Bliek; Johannes Buurman; Paul Desmedt; Paul M. C. Gieles; Frans A. Gerritsen; Neil L. Dorward; N. D. Kitchen; B. Velani; D. G. T. Thomas; Onno Wink; et al. (IEEE Trans. Inf. Technol. Biomed., 1998)

3D Statistical Shape Models for Medical Image Segmentation. - Cristian Lorenz; Nils Krahnstoever (3DIM, 1999)

Weighted least squares for point-based registration in digital subtraction angiography (DSA). - Thorsten M. Buzug; Jürgen Weese; Cristian Lorenz (Image Processing, 1999)

Development of a point-based shape representation of arbitrary three-dimensional medical objects suitable for statistical shape modeling. - Nils Krahnstoever; Cristian Lorenz (Image Processing, 1999)

Statistical shape description using Gaussian Markov random fields and its application to medical image segmentation. - Anke Neumann; Cristian Lorenz (Image Processing, 1999)

Generation of Point-Based 3D Statistical Shape Models for Anatomical Objects. - Cristian Lorenz; Nils Krahnstoever (Comput. Vis. Image Underst., 2000)

Automated 3D PDM Construction Using Deformable Models. - Michael Kaus; Vladimir Pekar; Cristian Lorenz; Roel Truyen; Steven Lobregt; Jens A. Richolt; Jürgen Weese (ICCV, 2001)

Shape Constrained Deformable Models for 3D Medical Image Segmentation. - Jürgen Weese; Michael Kaus; Cristian Lorenz; Steven Lobregt; Roel Truyen; Vladimir Pekar (IPMI, 2001)

Efficient representation of shape variability using surface-based free-vibration modes. - Cristian Lorenz; Michael R. Kaus; Vladimir Pekar; Jürgen Weese (Image Processing, 2001)

Shape-model-based adaptation of 3D deformable meshes for segmentation of medical images. - Vladimir Pekar; Michael R. Kaus; Cristian Lorenz; Steven Lobregt; Roel Truyen; Jürgen Weese (Image Processing, 2001)

Simultaneous segmentation and tree reconstruction of the airways for virtual bronchoscopy. - Thorsten Schlathoelter; Cristian Lorenz; Ingwer C. Carlsen; Steffen Renisch; Thomas Deschamps (Image Processing, 2002)

Automated 3D PDM Construction from Segmented Images Using Deformable Models. - Michael Kaus; Vladimir Pekar; Cristian Lorenz; Roel Truyen; Steven Lobregt; Jürgen Weese (IEEE Trans. Medical Imaging, 2003)

Automated assessment of bronchial lumen, wall thickness and bronchoarterial diameter ratio of the tracheobronchial tree using high-resolution CT. - Rafael Wiemker; Thomas Blaffert; Thomas Bülow; Steffen Renisch; Cristian Lorenz (CARS, 2004)

A General Framework for Tree Segmentation and Reconstruction from Medical Volume Data. - Thomas Bülow; Cristian Lorenz; Steffen Renisch (MICCAI (1), 2004)

Fast automatic delineation of cardiac volume of interest in MSCT images. - Cristian Lorenz; Jonathan Lessick; Guy Lavi; Thomas Bülow; Steffen Renisch (Image Processing, 2004)

Modeling the Coronary Artery Tree. - Cristian Lorenz; Jens von Berg; Thomas Bülow; Steffen Renisch; Sven Wergandt (SMI, 2004)

Modeling the Coronary Artery Tree (Figures 1, 2, 4, and 5). - Cristian Lorenz; Jens von Berg; Thomas Bülow; Steffen Renisch; Sven Wergandt (SMI, 2004)

Computing curvature-adaptive surface triangulations of three-dimensional image data. - Nils Krahnstoever; Cristian Lorenz (Vis. Comput., 2004)

Robust and Efficient Triangulation of Anatomical Surfaces from Medical Images. - Matthias Meyer; Cristian Lorenz; Vladimir Pekar; Michael Kaus (Bildverarbeitung für die Medizin, 2005)

Multi-surface Cardiac Modelling, Segmentation, and Tracking. - Jens von Berg; Cristian Lorenz (FIMH, 2005)

Towards a Comprehensive Geometric Model of the Heart. - Cristian Lorenz; Jens von Berg (FIMH, 2005)

Accurate left atrium segmentation in multislice CT images using a shape model. - Jens von Berg; Cristian Lorenz (Image Processing, 2005)

A Statistical Geometric Model of the Heart. - Jens von Berg; Cristian Lorenz (Bildverarbeitung für die Medizin, 2006)

Generation of a cardiac shape model from CT Data. - Cristian Lorenz; Jens von Berg (EMBC, 2006)

Automatic LV volume measurement in low dose multi-phase CT by shape tracking. - Jens von Berg; Philipp Begemann; Felix Stahmer; Gerhard Adam; Cristian Lorenz (Image Processing, 2006)

A comprehensive shape model of the heart. - Cristian Lorenz; Jens von Berg (Medical Image Anal., 2006)

Automated Model-Based Rib Cage Segmentation and Labeling in CT Images. - Tobias Klinder; Cristian Lorenz; Jens von Berg; Sebastian P. M. Dries; Thomas Bülow; Jörn Ostermann (MICCAI (2), 2007)

Automatic whole heart segmentation in CT images: method and validation. - Olivier Ecabert; Jochen Peters; Matthew J. Walker; Jens von Berg; Cristian Lorenz; Mani Vembar; Mark E. Olszewski; Jürgen Weese (Image Processing, 2007)

Simultaneous Model-Based Segmentation of Multiple Objects. - Astrid Franz; Robin Wolz; Tobias Klinder; Cristian Lorenz; Hans Barschdorf; Thomas Blaffert; Sebastian P. M. Dries; Steffen Renisch (Bildverarbeitung für die Medizin, 2008)

Spine Segmentation Using Articulated Shape Models. - Tobias Klinder; Robin Wolz; Cristian Lorenz; Astrid Franz; Jörn Ostermann (MICCAI (1), 2008)

Lung lobe modeling and segmentation with individualized surface meshes. - Thomas Blaffert; Hans Barschdorf; Jens von Berg; Sebastian P. M. Dries; Astrid Franz; Tobias Klinder; Cristian Lorenz; Steffen Renisch; Rafael Wiemker (Image Processing, 2008)

A unified framework for joint registration and segmentation. - Konstantin Ens; Jens von Berg; Sven Kabus; Cristian Lorenz; Bernd Fischer 001 (Image Processing, 2008)

4DCT image-based lung motion field extraction and analysis. - Tobias Klinder; Cristian Lorenz; Jens von Berg; Steffen Renisch; Thomas Blaffert; Jörn Ostermann (Image Processing, 2008)

Segmentation of the heart and major vascular structures in cardiovascular CT images. - Jochen Peters; Olivier Ecabert; Cristian Lorenz; Jens von Berg; Matthew J. Walker; Thomas Ivanc; Mani Vembar; Mark E. Olszewski; Jürgen Weese (Image Processing, 2008)

Validation and comparison of registration methods for free-breathing 4D lung CT. - Torbjørn Vik; Sven Kabus; Jens von Berg; Konstantin Ens; Sebastian P. M. Dries; Tobias Klinder; Cristian Lorenz (Image Processing, 2008)

Automatic Model-Based Segmentation of the Heart in CT Images. - Olivier Ecabert; Jochen Peters; Hauke Schramm; Cristian Lorenz; Jens von Berg; Matthew J. Walker; Mani Vembar; Mark E. Olszewski; Krishna Subramanyan; Guy Lavi; Jürgen Weese (IEEE Trans. Medical Imaging, 2008)

Extracting Clinically Relevant Circular Mapping and Coronary Sinus Catheter Potentials from Atrial Simulations. - Frank M. Weber; Christopher Schilling; Dorothee Straub; Sandeep Gurm; Gunnar Seemann; Cristian Lorenz; Olaf Dössel (FIMH, 2009)

Evaluation of 4D-CT Lung Registration. - Sven Kabus; Tobias Klinder; Keelin Murphy; Bram van Ginneken; Cristian Lorenz; Josien P. W. Pluim (MICCAI (1), 2009)

Automated vertebra identification in CT images. - Matthias Ehm; Tobias Klinder; Reinhard Kneser; Cristian Lorenz (Image Processing, 2009)

Free-breathing intra- and intersubject respiratory motion capturing, modeling, and prediction. - Tobias Klinder; Cristian Lorenz; Jörn Ostermann (Image Processing, 2009)

Automated model-based vertebra detection, identification, and segmentation in CT images. - Tobias Klinder; Jörn Ostermann; Matthias Ehm; Astrid Franz; Reinhard Kneser; Cristian Lorenz (Medical Image Anal., 2009)

Fully Automatic Model Creation for Object Localization utilizing the Generalized Hough Transform. - Heike Ruppertshofen; Cristian Lorenz; Peter Beyerlein; Zein Salah; Georg Rose; Hauke Schramm (Bildverarbeitung für die Medizin, 2010)

Lokalisierung der Leber mittels einer Diskriminativen Generalisierten Hough Transformation. - Heike Ruppertshofen; Cristian Lorenz; Sarah Strunk; Peter Beyerlein; Zein Salah; Georg Rose; Hauke Schramm (CURAC, 2010)

Prediction Framework for Statistical Respiratory Motion Modeling. - Tobias Klinder; Cristian Lorenz; Jörn Ostermann (MICCAI (3), 2010)

Iterative Training of Discriminative Models for the Generalized Hough Transform. - Heike Ruppertshofen; Cristian Lorenz; Sarah Schmidt; Peter Beyerlein; Zein Salah; Georg Rose; Hauke Schramm (MCV, 2010)

Anatomical modeling of the bronchial tree. - Gerrit Hentschel; Tobias Klinder; Thomas Blaffert; Thomas Bülow; Rafael Wiemker; Cristian Lorenz (Image-Guided Procedures, 2010)

A completely automated processing pipeline for lung and lung lobe segmentation and its application to the LIDC-IDRI data base. - Thomas Blaffert; Rafael Wiemker; Hans Barschdorf; Sven Kabus; Tobias Klinder; Cristian Lorenz; Nicole Schadewaldt; Ekta Dharaiya (Image Processing, 2010)

Functional Non-rigid Registration Validation: A CT Phantom Study. - Sven Kabus; Tobias Klinder; Jens von Berg; Cristian Lorenz (WBIR, 2010)

3D reconstruction of the human rib cage from 2D projection images using a statistical shape model. - Jalda Dworzak; Hans Lamecker; Jens von Berg; Tobias Klinder; Cristian Lorenz; Dagmar Kainmüller; Heiko Seim; Hans-Christian Hege; Stefan Zachow (Int. J. Comput. Assist. Radiol. Surg., 2010)

Wave-Direction and Conduction-Velocity Analysis From Intracardiac Electrograms-A Single-Shot Technique. - Frank M. Weber; Christopher Schilling; Gunnar Seemann; Armin Luik; Claus Schmitt; Cristian Lorenz; Olaf Dössel (IEEE Trans. Biomed. Eng., 2010)

Multi-Level Approach for the Discriminative Generalized Hough Transform. - Heike Ruppertshofen; Daniel Künne; Cristian Lorenz; Sarah Schmidt; Peter Beyerlein; Zein Salah; Georg H. Rose; Hauke Schramm (CURAC, 2011)

A Hybrid Method for Automatic Anatomical Variant Detection and Segmentation. - Raghed Hanna; Hans Barschdorf; Tobias Klinder; Frank M. Weber; Martin W. Krueger; Olaf Dössel; Cristian Lorenz (FIMH, 2011)

Modeling Atrial Fiber Orientation in Patient-Specific Geometries: A Semi-automatic Rule-Based Approach. - Martin W. Krueger; Viktor Schmidt; Catalina Tobón; Frank M. Weber; Cristian Lorenz; David U. J. Keller; Hans Barschdorf; Michael Burdumy; Peter Neher; Gernot Plank; Kawal S. Rhode; Gunnar Seemann; et al. (FIMH, 2011)

Automatic Segmentation of Cardiac CTs - Personalized Atrial Models Augmented with Electrophysiological Structures. - Peter Neher; Hans Barschdorf; Sebastian P. M. Dries; Frank M. Weber; Martin W. Krueger; Olaf Dössel; Cristian Lorenz (FIMH, 2011)

Temporal subtraction of chest radiographs compensating pose differences. - Jens von Berg; Jalda Dworzak; Tobias Klinder; Dirk Manke; Adrian Kreth; Hans Lamecker; Stefan Zachow; Cristian Lorenz (Image Processing, 2011)

Shape model training for concurrent localization of the left and right knee. - Heike Ruppertshofen; Cristian Lorenz; Sarah Schmidt; Peter Beyerlein; Zein Salah; Georg Rose; Hauke Schramm (Image Processing, 2011)

Discriminative Generalized Hough transform for localization of joints in the lower extremities. - Heike Ruppertshofen; Cristian Lorenz; Sarah Schmidt; Peter Beyerlein; Zein Salah; Georg Rose; Hauke Schramm (Comput. Sci. Res. Dev., 2011)

Segmentation of the heart and great vessels in CT images using a model-based adaptation framework. - Olivier Ecabert; Jochen Peters; Matthew J. Walker; Thomas Ivanc; Cristian Lorenz; Jens von Berg; Jonathan Lessick; Mani Vembar; Jürgen Weese (Medical Image Anal., 2011)

Predicting Tissue Conductivity Influences on Body Surface Potentials - An Efficient Approach Based on Principal Component Analysis. - Frank M. Weber; David U. J. Keller; Jan Stefan Bauer; Gunnar Seemann; Cristian Lorenz; Olaf Dössel (IEEE Trans. Biomed. Eng., 2011)

Conduction Velocity Restitution of the Human Atrium - An Efficient Measurement Protocol for Clinical Electrophysiological Studies. - Frank M. Weber; Armin Luik; Christopher Schilling; Gunnar Seemann; Martin W. Krueger; Cristian Lorenz; Claus Schmitt; Olaf Dössel (IEEE Trans. Biomed. Eng., 2011)

Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge. - Keelin Murphy; Bram van Ginneken; Joseph M. Reinhardt; Sven Kabus; Kai Ding 003; Xiang Deng; Kunlin Cao; Kaifang Du; Gary E. Christensen; Vincent Garcia; Tom Vercauteren; Nicholas Ayache; et al. (IEEE Trans. Medical Imaging, 2011)

Respiratory motion compensation for image-guided bronchoscopy using a general motion model. - Tobias Klinder; Cristian Lorenz (ISBI, 2012)

Automated volume of interest delineation and rendering of cone beam CT images in interventional cardiology. - Cristian Lorenz; Dirk Schäfer 001; Peter Eshuis; John D. Carroll; Michael Grass 001 (Image-Guided Procedures, 2012)

Biomechanically guided prone-to-supine image registration of breast MRI using an estimated reference state. - Björn Eiben; Lianghao Han; John H. Hipwell; Thomy Mertzanidou; Sven Kabus; Thomas Bülow; Cristian Lorenz; Gillian Newstead; Hiroyuki Abe; Mohammed Keshtgar; Sébastien Ourselin; David J. Hawkes (ISBI, 2013)

Automatic bone removal for 3D liver tace planning with C-arm CT. - Eberhard Hansis; Alessandro Radaelli; Niels J. Noordhoek; Cristian Lorenz; Michael Grass 001 (ISBI, 2013)

Change assessment for CT spine imaging. - Cristian Lorenz; Thomas Netsch; Tobias Klinder; Dirk Müller 001; Thomas Baum; Jan S. Bauer; Peter B. Noël (ISBI, 2013)

Discriminative generalized Hough transform for object localization in medical images. - Heike Ruppertshofen; Cristian Lorenz; Georg Rose; Hauke Schramm (Int. J. Comput. Assist. Radiol. Surg., 2013)

Breast deformation modelling: comparison of methods to obtain a patient specific unloaded configuration. - Björn Eiben; Vasileios Vavourakis; John H. Hipwell; Sven Kabus; Cristian Lorenz; Thomas Bülow; David J. Hawkes (Image-Guided Procedures, 2014)

Towards a comprehensive CT image segmentation for thoracic organ radiation dose estimation and reporting. - Cristian Lorenz; Heike Ruppertshofen; Torbjørn Vik; Peter Prinsen; Jens Wiegert (Image Processing, 2014)

Failure analysis for model-based organ segmentation using outlier detection. - Axel Saalbach; Irina Wächter-Stehle; Cristian Lorenz; Jürgen Weese (Image Processing, 2014)

Adaptation of an articulated fetal skeleton model to three-dimensional fetal image data. - Tobias Klinder; Hannes Wendland; Irina Wächter-Stehle; David Roundhill; Cristian Lorenz (Image Processing, 2015)

Surface driven biomechanical breast image registration. - Björn Eiben; Vasileios Vavourakis; John H. Hipwell; Sven Kabus; Cristian Lorenz; Thomas Bülow; Norman R. Williams; Mohammed Keshtgar; David J. Hawkes (Image-Guided Procedures, 2016)

SVM-based failure detection of GHT localizations. - Thomas Blaffert; Cristian Lorenz; Hannes Nickisch; Jochen Peters; Jürgen Weese (Image Processing, 2016)

Localization of skeletal and aortic landmarks in trauma CT data based on the Discriminative Generalized Hough Transform. - Cristian Lorenz; Eberhard Hansis; Jürgen Weese; Heike Carolus (Image Processing, 2016)

Learning from redundant but inconsistent reference data: anatomical views and measurements for fetal brain screening. - Irina Wächter-Stehle; Tobias Klinder; Jean-Michel Rouet; David Roundhill; Gary Andrews; Angelo Cavallaro; Malid Molloholli; Tess Norris; Raffaele Napolitano; Aris T. Papageorghiou; Cristian Lorenz (Image Processing, 2016)

Landmark constellation models for medical image content identification and localization. - Eberhard Hansis; Cristian Lorenz (Int. J. Comput. Assist. Radiol. Surg., 2016)

Four challenges in medical image analysis from an industrial perspective. - Jürgen Weese; Cristian Lorenz (Medical Image Anal., 2016)

Detection and Localization of Landmarks in the Lower Extremities Using an Automatically Learned Conditional Random Field. - Alexander Oliver Mader; Cristian Lorenz; Martin Bergtholdt; Jens von Berg; Hauke Schramm; Jan Modersitzki; Carsten Meyer (GRAIL/MFCA/MICGen@MICCAI, 2017)

Abdomen Segmentation in 3D Fetal Ultrasound Using CNN-powered Deformable Models. - Alexander Schmidt-Richberg; Tom Brosch; Nicole Schadewaldt; Tobias Klinder; Angelo Cavallaro; Ibtisam Salim; David Roundhill; Aris T. Papageorghiou; Cristian Lorenz (FIFI/OMIA@MICCAI, 2017)

Spine segmentation from C-arm CT data sets: application to region-of-interest volumes for spinal interventions. - Christian Buerger; Cristian Lorenz; Drazenko Babic; Jürgen Hoppenbrouwers; Robert Homan; Rami Nachabe; John M. Racadio; Michael Grass 001 (Image-Guided Procedures, 2017)

Deep Learning Based Rib Centerline Extraction and Labeling. - Matthias Lenga; Tobias Klinder; Christian Bürger; Jens von Berg; Astrid Franz; Cristian Lorenz (MSKI@MICCAI, 2018)

Localization and Labeling of Posterior Ribs in Chest Radiographs Using a CRF-regularized FCN with Local Refinement. - Alexander Oliver Mader; Jens von Berg; Alexander Fabritz; Cristian Lorenz; Carsten Meyer (MICCAI (2), 2018)

Model based rib-cage unfolding for trauma CT. - Jens von Berg; Tobias Klinder; Cristian Lorenz (Image Processing, 2018)

Automated abdominal plane and circumference estimation in 3D US for fetal screening. - Cristian Lorenz; Tom Brosch; Cybèle Ciofolo-Veit; Tobias Klinder; Thierry Lefevre; Angelo Cavallaro; Ibtisam Salim; Aris T. Papageorghiou; Caroline Raynaud; David Roundhill; Laurence Rouet; Nicole Schadewaldt; et al. (Image Processing, 2018)

Spine centerline extraction and efficient spine reading of MRI and CT data. - Cristian Lorenz; Nora Vogt; Peter Börnert; Tom Brosch (Image Processing, 2018)

A Novel Approach to Handle Inference in Discrete Markov Networks with Large Label Sets. - Alexander Oliver Mader; Jens von Berg; Cristian Lorenz; Carsten Meyer (PGM, 2018)

Detection and localization of spatially correlated point landmarks in medical images using an automatically learned conditional random field. - Alexander Oliver Mader; Cristian Lorenz; Martin Bergtholdt; Jens von Berg; Hauke Schramm; Jan Modersitzki; Carsten Meyer (Comput. Vis. Image Underst., 2018)

Automatically Localizing a Large Set of Spatially Correlated Key Points: A Case Study in Spine Imaging. - Alexander Oliver Mader; Cristian Lorenz; Jens von Berg; Carsten Meyer (MICCAI (6), 2019)

Offset regression networks for view plane estimation in 3D fetal ultrasound. - Alexander Schmidt-Richberg; Nicole Schadewaldt; Tobias Klinder; Matthias Lenga; Robert Trahms; Earl Canfield; David Roundhill; Cristian Lorenz (Image Processing, 2019)

A General Framework for Localizing and Locally Segmenting Correlated Objects: A Case Study on Intervertebral Discs in Multi-modality MR Images. - Alexander Oliver Mader; Cristian Lorenz; Carsten Meyer (MIUA, 2019)

XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms. - Sina Amirrajab; Samaneh Abbasi-Sureshjani; Yasmina Al Khalil; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (MICCAI (4), 2020)

Heterogeneous Virtual Population of Simulated CMR Images for Improving the Generalization of Cardiac Segmentation Algorithms. - Yasmina Al Khalil; Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Marcel Breeuwer (SASHIMI@MICCAI, 2020)

4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model. - Samaneh Abbasi-Sureshjani; Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (MIDL, 2020)

Combining deep learning and model-based segmentation for labeled spine CT segmentation. - Christian Bürger; Jens von Berg; Astrid Franz; Tobias Klinder; Cristian Lorenz; Matthias Lenga (Image Processing, 2020)

Deep Learning-based Spine Centerline Extraction in Fetal Ultrasound. - Astrid Franz; Alexander Schmidt-Richberg; Eliza Orasanu; Cristian Lorenz (Bildverarbeitung für die Medizin, 2021)

Automated Deep Learning-Based Detection of Osteoporotic Fractures in CT Images. - Eren Bora Yilmaz; Christian Bürger; Tobias Fricke; Md Motiur Rahman Sagar; Jaime Peña 002; Cristian Lorenz; Claus-Christian Glüer; Carsten Meyer (MLMI@MICCAI, 2021)

Pathology Synthesis of 3D Consistent Cardiac MR Images Using 2D VAEs and GANs. - Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (SASHIMI@MICCAI, 2022)

A Stratified Cascaded Approach for Brain Tumor Segmentation with the Aid of Multi-modal Synthetic Data. - Yasmina Al Khalil; Aymen Ayaz; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (DALI@MICCAI, 2022)

Label-informed cardiac magnetic resonance image synthesis through conditional generative adversarial networks. - Sina Amirrajab; Yasmina Al Khalil; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (Comput. Medical Imaging Graph., 2022)

sim2real: Cardiac MR Image Simulation-to-Real Translation via Unsupervised GANs. - Sina Amirrajab; Yasmina Al Khalil; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (CoRR, 2022)

Pathology Synthesis of 3D Consistent Cardiac MR Im-ages Using 2D VAEs and GANs. - Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (CoRR, 2022)

On the usability of synthetic data for improving the robustness of deep learning-based segmentation of cardiac magnetic resonance images. - Yasmina Al Khalil; Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (Medical Image Anal., 2023)

A Framework for Simulating Cardiac MR Images With Varying Anatomy and Contrast. - Sina Amirrajab; Yasmina Al Khalil; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (IEEE Trans. Medical Imaging, 2023)

Reducing segmentation failures in cardiac MRI via late feature fusion and GAN-based augmentation. - Yasmina Al Khalil; Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (Comput. Biol. Medicine, 2023)

Effective deep-learning brain MRI super resolution using simulated training data. - Aymen Ayaz; Rien Boonstoppel; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (Comput. Biol. Medicine, 2024)

Multi-modal brain tumor segmentation via conditional synthesis with Fourier domain adaptation. - Yasmina Al Khalil; Aymen Ayaz; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (Comput. Medical Imaging Graph., 2024)

Brain MR image simulation for deep learning based medical image analysis networks. - Aymen Ayaz; Yasmina Al Khalil; Sina Amirrajab; Cristian Lorenz; Jürgen Weese; Josien P. W. Pluim; Marcel Breeuwer (Comput. Methods Programs Biomed., 2024)