Jens von Berg

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 16

Top Venues

Medical Imaging: Image Processing

ISBI

CoRR

GRAIL/MFCA/MICGen@MICCAI

University of Hamburg, Germany (PHD)

Education History

University of Hamburg, Germany

PHD

Publications

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
CNN-based pose estimation for assessing quality of ankle-joint X-ray images. Medical Imaging: Image Processing (2022)
Christian Bürger, Jens von Berg, Astrid Franz, Tobias Klinder, Cristian Lorenz, Matthias Lenga
Combining deep learning and model-based segmentation for labeled spine CT segmentation. Medical Imaging: Image Processing (2020)
Jens von Berg, Sven Krönke, André Gooßen, Daniel Bystrov, Matthias Brück, Tim Harder, Nataly Wieberneit, Stewart Young
Robust chest x-ray quality assessment using convolutional neural networks and atlas regularization. Medical Imaging: Image Processing (2020)
Ivo M. Baltruschat, Leonhard Steinmeister, Harald Ittrich, Gerhard Adam, Hannes Nickisch, Axel Saalbach, Jens von Berg, Michael Grass, Tobias Knopp
When Does Bone Suppression And Lung Field Segmentation Improve Chest X-Ray Disease Classification? ISBI (2019)
Alexander Oliver Mader, Cristian Lorenz, Jens von Berg, Carsten Meyer
Automatically Localizing a Large Set of Spatially Correlated Key Points: A Case Study in Spine Imaging. MICCAI (6) (2019)
Ivo M. Baltruschat, Leonhard Steinmeister, Harald Ittrich, Gerhard Adam, Hannes Nickisch, Axel Saalbach, Jens von Berg, Michael Grass, Tobias Knopp
Abstract: Does Bone Suppression and Lung Detection Improve Chest Disease Classification? Bildverarbeitung für die Medizin (2019)
Alexander Oliver Mader, Cristian Lorenz, Martin Bergtholdt, Jens von Berg, Hauke Schramm, Jan Modersitzki, Carsten Meyer
Detection and localization of spatially correlated point landmarks in medical images using an automatically learned conditional random field. Comput. Vis. Image Underst. (2018)
Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz
Deep Learning Based Rib Centerline Extraction and Labeling. CoRR (2018)
Ivo M. Baltruschat, Leonhard Steinmeister, Harald Ittrich, Gerhard Adam, Hannes Nickisch, Axel Saalbach, Jens von Berg, Michael Grass, Tobias Knopp
When does Bone Suppression and Lung Field Segmentation Improve Chest X-Ray Disease Classification? CoRR (2018)
Jens von Berg, Tobias Klinder, Cristian Lorenz
Model based rib-cage unfolding for trauma CT. Medical Imaging: Image Processing (2018)
Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz
Deep Learning Based Rib Centerline Extraction and Labeling. MSKI@MICCAI (2018)
Alexander Oliver Mader, Jens von Berg, Alexander Fabritz, Cristian Lorenz, Carsten Meyer
Localization and Labeling of Posterior Ribs in Chest Radiographs Using a CRF-regularized FCN with Local Refinement. MICCAI (2) (2018)
Alexander Oliver Mader, Jens von Berg, Cristian Lorenz, Carsten Meyer
A Novel Approach to Handle Inference in Discrete Markov Networks with Large Label Sets. PGM (2018)
Alexander Oliver Mader, Cristian Lorenz, Martin Bergtholdt, Jens von Berg, Hauke Schramm, Jan Modersitzki, Carsten Meyer
Detection and Localization of Landmarks in the Lower Extremities Using an Automatically Learned Conditional Random Field. GRAIL/MFCA/MICGen@MICCAI (2017)
Jens von Berg, Stewart Young, Heike Carolus, Robin Wolz, Axel Saalbach, Alberto Hidalgo, Ana Giménez, Tomás Franquet
A novel bone suppression method that improves lung nodule detection. Int. J. Comput. Assist. Radiol. Surg. 11 (4) (2016)
Jens von Berg, Claire Levrier, Heike Carolus, Stewart Young, Axel Saalbach, Patrick Laurent, Raoul Florent
Decomposing the bony thorax in X-ray images. ISBI (2016)
Heike Ruppertshofen, Thomas Bülow, Jens von Berg, Sarah Schmidt, Peter Beyerlein, Zein Salah, Georg Rose, Hauke Schramm
A multi-dimensional model for localization of highly variable objects. Medical Imaging: Image Processing (2012)
Olivier Ecabert, Jochen Peters, Matthew J. Walker, Thomas Ivanc, Cristian Lorenz, Jens von Berg, Jonathan Lessick, Mani Vembar, Jürgen Weese
Segmentation of the heart and great vessels in CT images using a model-based adaptation framework. Medical Image Anal. 15 (6) (2011)
Jens von Berg, Jalda Dworzak, Tobias Klinder, Dirk Manke, Adrian Kreth, Hans Lamecker, Stefan Zachow, Cristian Lorenz
Temporal subtraction of chest radiographs compensating pose differences. Medical Imaging: Image Processing (2011)
Sven Kabus, Tobias Klinder, Jens von Berg, Cristian Lorenz
Functional Non-rigid Registration Validation: A CT Phantom Study. WBIR (2010)
Jalda Dworzak, Hans Lamecker, Jens von Berg, Tobias Klinder, Cristian Lorenz, Dagmar Kainmüller, Heiko Seim, Hans-Christian Hege, Stefan Zachow
3D reconstruction of the human rib cage from 2D projection images using a statistical shape model. Int. J. Comput. Assist. Radiol. Surg. 5 (2) (2010)
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
Automatic Model-Based Segmentation of the Heart in CT Images. IEEE Trans. Medical Imaging 27 (9) (2008)
Torbjørn Vik, Sven Kabus, Jens von Berg, Konstantin Ens, Sebastian P. M. Dries, Tobias Klinder, Cristian Lorenz
Validation and comparison of registration methods for free-breathing 4D lung CT. Medical Imaging: Image Processing (2008)
Konstantin Ens, Jens von Berg, Sven Kabus, Cristian Lorenz, Bernd Fischer
A unified framework for joint registration and segmentation. Medical Imaging: Image Processing (2008)
Jochen Peters, Olivier Ecabert, Cristian Lorenz, Jens von Berg, Matthew J. Walker, Thomas Ivanc, Mani Vembar, Mark E. Olszewski, Jürgen Weese
Segmentation of the heart and major vascular structures in cardiovascular CT images. Medical Imaging: Image Processing (2008)
Tobias Klinder, Cristian Lorenz, Jens von Berg, Steffen Renisch, Thomas Blaffert, Jörn Ostermann
4DCT image-based lung motion field extraction and analysis. Medical Imaging: Image Processing (2008)
Thomas Blaffert, Hans Barschdorf, Jens von Berg, Sebastian P. M. Dries, Astrid Franz, Tobias Klinder, Cristian Lorenz, Steffen Renisch, Rafael Wiemker
Lung lobe modeling and segmentation with individualized surface meshes. Medical Imaging: Image Processing (2008)
Olivier Ecabert, Jochen Peters, Matthew J. Walker, Jens von Berg, Cristian Lorenz, Mani Vembar, Mark E. Olszewski, Jürgen Weese
Automatic whole heart segmentation in CT images: method and validation. Medical Imaging: Image Processing (2007)
Tobias Klinder, Cristian Lorenz, Jens von Berg, Sebastian P. M. Dries, Thomas Bülow, Jörn Ostermann
Automated Model-Based Rib Cage Segmentation and Labeling in CT Images. MICCAI (2) (2007)
Cristian Lorenz, Jens von Berg
A comprehensive shape model of the heart. Medical Image Anal. 10 (4) (2006)
Jens von Berg, Cristian Lorenz
A Statistical Geometric Model of the Heart. Bildverarbeitung für die Medizin (2006)
Cristian Lorenz, Jens von Berg
Generation of a cardiac shape model from CT Data. EMBC (2006)
Jens von Berg, Philipp Begemann, Felix Stahmer, Gerhard Adam, Cristian Lorenz
Automatic LV volume measurement in low dose multi-phase CT by shape tracking. Medical Imaging: Image Processing (2006)
Cristian Lorenz, Jens von Berg
Towards a Comprehensive Geometric Model of the Heart. FIMH (2005)
Jens von Berg, Cristian Lorenz
Multi-surface Cardiac Modelling, Segmentation, and Tracking. FIMH (2005)
Jens von Berg, Cristian Lorenz
Accurate left atrium segmentation in multislice CT images using a shape model. Medical Imaging: Image Processing (2005)
Cristian Lorenz, Jens von Berg, Thomas Bülow, Steffen Renisch, Sven Wergandt
Modeling the Coronary Artery Tree (Figures 1, 2, 4, and 5). SMI (2004)
Michael Kaus, Jens von Berg, Jürgen Weese, Wiro J. Niessen, Vladimir Pekar
Automated segmentation of the left ventricle in cardiac MRI. Medical Image Anal. 8 (3) (2004)
Cristian Lorenz, Jens von Berg, Thomas Bülow, Steffen Renisch, Sven Wergandt
Modeling the Coronary Artery Tree. SMI (2004)
Jens von Berg, Jochen Kruecker, Heinrich Schulz, Kirsten Meetz, Jörg Sabczynski
A hybrid method for registration of interventional CT and ultrasound images. CARS (2004)
Jens von Berg, Vladimir Pekar, Roel Truyen, Steven Lobregt, Michael R. Kaus
Improving specificity of image features for segmentation with deformable models. Medical Imaging: Image Processing (2003)
Michael Kaus, Jens von Berg, Wiro J. Niessen, Vladimir Pekar
Automated Segmentation of the Left Ventricle in Cardiac MRI. MICCAI (1) (2003)
Kirsten Meetz, Jens von Berg, Thomas Netsch, Vladimir Pekar, Steven Lobregt, Roel Truyen, Miriam Siers, Wiro J. Niessen, Michael R. Kaus
Coupled deformable models with spatially varying features for quantitative assessment of left ventricular function from cardiac MRI. Medical Imaging: Image Processing (2003)
Holger Timinger, Vladimir Pekar, Jens von Berg, Klaus C. J. Dietmayer, Michael Kaus
Integration of Interactive Corrections to Model-Based Segmentation Algorithms. Bildverarbeitung für die Medizin (2003)
Jens von Berg
A grammar-based speech user interface generator for structured reporting. CARS (2003)
Jens von Berg, Joachim D. Schmidt, Thomas Wendler
Business Process Integration for Distributed Applications in Radiology. DOA (2001)
Jens von Berg
Kortikale Karten und Textursegmentierung. Künstliche Intell. 13 (3) (1999)

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Publication Activity (10 Years)

Top Topics

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Jens von Berg