Jens von Berg

According to our database, Jens von Berg authored at least 46 papers between 1999 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

CNN-based pose estimation for assessing quality of ankle-joint X-ray images.

Sven Krönke, Jens von Berg, Matthias Brück, Daniel Bystrov, André Gooßen, Tim Harder, Bernd Lundt, Jan Marek May, Nataly Wieberneit, Tobias Wissel, Omar Hertgers, Hildo J. Lamb, Stewart Young

Proceedings of the Medical Imaging 2022: Image Processing, 2022

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

Proceedings of the Medical Imaging 2020: Image Processing, 2020

Robust chest x-ray quality assessment using convolutional neural networks and atlas regularization.

Jens von Berg, Sven Krönke, André Gooßen, Daniel Bystrov, Matthias Brück, Tim Harder, Nataly Wieberneit, Stewart Young

Proceedings of the Medical Imaging 2020: Image Processing, 2020

2019

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

When Does Bone Suppression And Lung Field Segmentation Improve Chest X-Ray Disease Classification?

Ivo M. Baltruschat, Leonhard Steinmeister, Harald Ittrich, Gerhard Adam, Hannes Nickisch, Axel Saalbach, Jens von Berg, Michael Grass, Tobias Knopp

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Abstract: Does Bone Suppression and Lung Detection Improve Chest Disease Classification?

Ivo M. Baltruschat, Leonhard Steinmeister, Harald Ittrich, Gerhard Adam, Hannes Nickisch, Axel Saalbach, Jens von Berg, Michael Grass, Tobias Knopp

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

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

A Novel Approach to Handle Inference in Discrete Markov Networks with Large Label Sets.

Alexander Oliver Mader, Jens von Berg, Cristian Lorenz, Carsten Meyer

Proceedings of the International Conference on Probabilistic Graphical Models, 2018

Model based rib-cage unfolding for trauma CT.

Jens von Berg, Tobias Klinder, Cristian Lorenz

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.

Alexander Oliver Mader, Jens von Berg, Alexander Fabritz, Cristian Lorenz, Carsten Meyer

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Deep Learning Based Rib Centerline Extraction and Labeling.

Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz

Proceedings of the Computational Methods and Clinical Applications in Musculoskeletal Imaging, 2018

2017

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

Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

2016

A novel bone suppression method that improves lung nodule detection.

Jens von Berg, Stewart Young, Heike Carolus, Robin Wolz, Axel Saalbach, Alberto Hidalgo, Ana Giménez, Tomás Franquet

Int. J. Comput. Assist. Radiol. Surg., 2016

Decomposing the bony thorax in X-ray images.

Jens von Berg, Claire Levrier, Heike Carolus, Stewart Young, Axel Saalbach, Patrick Laurent, Raoul Florent

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2012

A multi-dimensional model for localization of highly variable objects.

Heike Ruppertshofen, Thomas Bülow, Jens von Berg, Sarah Schmidt, Peter Beyerlein, Zein Salah, Georg Rose, Hauke Schramm

Proceedings of the Medical Imaging 2012: Image Processing, 2012

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

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

Proceedings of the Medical Imaging 2011: Image Processing, 2011

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

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

Sven Kabus, Tobias Klinder, Jens von Berg, Cristian Lorenz

Proceedings of the Biomedical Image Registration, 4th International Workshop, 2010

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

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

Proceedings of the Medical Imaging 2008: 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

Proceedings of the Medical Imaging 2008: 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

Proceedings of the Medical Imaging 2008: Image Processing, 2008

A unified framework for joint registration and segmentation.

Konstantin Ens, Jens von Berg, Sven Kabus, Cristian Lorenz, Bernd Fischer

Proceedings of the Medical Imaging 2008: Image Processing, 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

Proceedings of the Medical Imaging 2008: Image Processing, 2008

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

Proceedings of the Medical Imaging 2007: Image Processing, 2007

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

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.

Cristian Lorenz, Jens von Berg

Medical Image Anal., 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

Proceedings of the Medical Imaging 2006: Image Processing, 2006

Generation of a cardiac shape model from CT Data.

Cristian Lorenz, Jens von Berg

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

A Statistical Geometric Model of the Heart.

Jens von Berg, Cristian Lorenz

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.

Jens von Berg, Cristian Lorenz

Proceedings of the Medical Imaging 2005: Image Processing, 2005

Towards a Comprehensive Geometric Model of the Heart.

Cristian Lorenz, Jens von Berg

Proceedings of the Functional Imaging and Modeling of the Heart, 2005

Multi-surface Cardiac Modelling, Segmentation, and Tracking.

Jens von Berg, Cristian Lorenz

Proceedings of the Functional Imaging and Modeling of the Heart, 2005

2004

Automated segmentation of the left ventricle in cardiac MRI.

Michael Kaus, Jens von Berg, Jürgen Weese, Wiro J. Niessen, Vladimir Pekar

Medical Image Anal., 2004

Modeling the Coronary Artery Tree (Figures 1, 2, 4, and 5).

Cristian Lorenz, Jens von Berg, Thomas Bülow, Steffen Renisch, Sven Wergandt

Proceedings of the 2004 International Conference on Shape Modeling and Applications (SMI 2004), 2004

Modeling the Coronary Artery Tree.

Cristian Lorenz, Jens von Berg, Thomas Bülow, Steffen Renisch, Sven Wergandt

Proceedings of the 2004 International Conference on Shape Modeling and Applications (SMI 2004), 2004

A hybrid method for registration of interventional CT and ultrasound images.

Jens von Berg, Jochen Kruecker, Heinrich Schulz, Kirsten Meetz, Jörg Sabczynski

Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

2003

Coupled deformable models with spatially varying features for quantitative assessment of left ventricular function from cardiac MRI.

Kirsten Meetz, Jens von Berg, Thomas Netsch, Vladimir Pekar, Steven Lobregt, Roel Truyen, Miriam Siers, Wiro J. Niessen, Michael R. Kaus

Proceedings of the Medical Imaging 2003: Image Processing, 2003

Improving specificity of image features for segmentation with deformable models.

Jens von Berg, Vladimir Pekar, Roel Truyen, Steven Lobregt, Michael R. Kaus

Proceedings of the Medical Imaging 2003: Image Processing, 2003

Automated Segmentation of the Left Ventricle in Cardiac MRI.

Michael Kaus, Jens von Berg, Wiro J. Niessen, Vladimir Pekar

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

A grammar-based speech user interface generator for structured reporting.

Jens von Berg

Proceedings of the CARS 2003. Computer Assisted Radiology and Surgery. Proceedings of the 17th International Congress and Exhibition, 2003

Integration of Interactive Corrections to Model-Based Segmentation Algorithms.

Holger Timinger, Vladimir Pekar, Jens von Berg, Klaus Dietmayer, Michael Kaus

Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003

2001

Business Process Integration for Distributed Applications in Radiology.

Jens von Berg, Joachim D. Schmidt, Thomas Wendler

Proceedings of the 3rd International Symposium on Distributed Objects and Applications, 2001

1999

Kortikale Karten und Textursegmentierung.

Jens von Berg

Künstliche Intell., 1999

Kortikale Karten und präattentive Wahrnehmung - über Segmentierungsleistungen und die Geometrie der Reizrepräsentation.

Jens von Berg

PhD thesis, 1999