Dr. Jens von Berg Profile

Dr. Jens von Berg

at Philips Research

SPIE Involvement:

Author

Publications (20)

Proceedings Article | 4 April 2022 Presentation + Paper

Presentation + Paper

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

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

Proceedings Volume 12032, 120321A (2022) https://doi.org/10.1117/12.2611734

KEYWORDS: X-rays, X-ray imaging, 3D modeling, Bone, Error analysis, Image segmentation, Data modeling, Image quality, Machine learning, Artificial neural networks, Convolutional neural networks, Image registration

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Proceedings Article | 10 March 2020 Paper

Paper

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 Volume 11313, 113131L (2020) https://doi.org/10.1117/12.2549541

KEYWORDS: Lung, Image quality, Collimation, Chest imaging, Image processing, Image segmentation, Convolutional neural networks, Radiology, Image quality standards, Digital x-ray imaging

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Proceedings Article | 10 March 2020 Paper

Paper

Combining deep learning and model-based segmentation for labeled spine CT segmentation

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

Proceedings Volume 11313, 113131C (2020) https://doi.org/10.1117/12.2549485

KEYWORDS: Image segmentation, Spine, 3D modeling, Image resolution, Computed tomography, Metals, Image processing, Neurology

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Proceedings Article | 2 March 2018 Paper

Paper

Model based rib-cage unfolding for trauma CT

Jens von Berg, Tobias Klinder, Cristian Lorenz

Proceedings Volume 10574, 105742E (2018) https://doi.org/10.1117/12.2293467

KEYWORDS: 3D modeling, Computed tomography, 3D image processing, Image registration, Lung, Injuries, Spine, Data acquisition, Bone, Image segmentation

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Proceedings Article | 14 February 2012 Paper

Paper

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 Volume 8314, 83142L (2012) https://doi.org/10.1117/12.910900

KEYWORDS: Data modeling, 3D modeling, Hough transforms, Radiography, Bone, 3D image processing, Image processing, Chest, Performance modeling, Medical imaging

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Proceedings Article | 11 March 2011 Paper

Paper

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 Volume 7962, 79620U (2011) https://doi.org/10.1117/12.877568

KEYWORDS: 3D modeling, Radiography, Image registration, 3D acquisition, Image quality, 3D image processing, Distance measurement, Chest imaging, 3D image reconstruction, Foam

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Proceedings Article | 14 March 2009 Paper

Paper

Advanced processing for motion-compensated reconstruction in cardiac cone-beam CT

Udo van Stevendaal, Peter Forthmann, Thomas Köhler, Jens von Berg, Cristian Lorenz, Michael Grass

Proceedings Volume 7258, 725833 (2009) https://doi.org/10.1117/12.811086

KEYWORDS: Heart, Motion models, Reconstruction algorithms, Data modeling, Image quality, Tissues, Computed tomography, Motion estimation, Detection and tracking algorithms, Lung

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Proceedings Article | 11 March 2008 Paper

Paper

Lung lobe modeling and segmentation with individualized surface meshes

Thomas Blaffert, Hans Barschdorf, Jens von Berg, Sebastian Dries, Astrid Franz, Tobias Klinder, Cristian Lorenz, Steffen Renisch, Rafael Wiemker

Proceedings Volume 6914, 69141I (2008) https://doi.org/10.1117/12.770099

KEYWORDS: Lung, Image segmentation, Data modeling, Computed tomography, Fuzzy logic, Performance modeling, Image registration, Image processing, Diagnostics, Emphysema

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Proceedings Article | 11 March 2008 Paper

Paper

Segmentation of the heart and major vascular structures in cardiovascular CT images

J. Peters, O. Ecabert, C. Lorenz, J. von Berg, M. Walker, T. Ivanc, M. Vembar, M. Olszewski, J. Weese

Proceedings Volume 6914, 691417 (2008) https://doi.org/10.1117/12.768494

KEYWORDS: Image segmentation, Data modeling, Heart, Error analysis, Computed tomography, Veins, Arteries, Target detection, 3D modeling, Medical imaging

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Proceedings Article | 11 March 2008 Paper

Paper

Validation and comparison of registration methods for free-breathing 4D lung CT

Torbjørn Vik, Sven Kabus, Jens von Berg, Konstantin Ens, Sebastian Dries, Tobias Klinder, Cristian Lorenz

Proceedings Volume 6914, 69142P (2008) https://doi.org/10.1117/12.767787

KEYWORDS: Image registration, Lung, Phase modulation, Scanning tunneling microscopy, Tumors, Motion estimation, Distance measurement, Image segmentation, Computed tomography, Natural surfaces

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Proceedings Article | 11 March 2008 Paper

Paper

4DCT image-based lung motion field extraction and analysis

Tobias Klinder, Cristian Lorenz, Jens von Berg, Steffen Renisch, Thomas Blaffert, Jörn Ostermann

Proceedings Volume 6914, 69141L (2008) https://doi.org/10.1117/12.769407

KEYWORDS: Motion models, Lung, Acquisition tracking and pointing, Motion analysis, Radiotherapy, Data modeling, Motion estimation, Tumors, Visualization, Data acquisition

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Proceedings Article | 11 March 2008 Paper

Paper

A unified framework for joint registration and segmentation

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

Proceedings Volume 6914, 691406 (2008) https://doi.org/10.1117/12.769157

KEYWORDS: Image segmentation, Image registration, Neuroimaging, Brain, Distance measurement, Image processing, Magnetism, Medical imaging, Magnetic resonance imaging, Alzheimer's disease

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Proceedings Article | 29 March 2007 Paper

Paper

Surface based cardiac and respiratory motion extraction for pulmonary structures from multi-phase CT

Jens von Berg, Hans Barschdorf, Thomas Blaffert, Sven Kabus, Cristian Lorenz

Proceedings Volume 6511, 65110Y (2007) https://doi.org/10.1117/12.709395

KEYWORDS: Lung, Natural surfaces, Motion estimation, Heart, Tissues, Computed tomography, Radiotherapy, Motion models, Electrocardiography, Error analysis

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Proceedings Article | 2 March 2007 Paper

Paper

Automatic whole heart segmentation in CT images: method and validation

Olivier Ecabert, Jochen Peters, Matthew Walker, Jens von Berg, Cristian Lorenz, Mani Vembar, Mark Olszewski, Jürgen Weese

Proceedings Volume 6512, 65120G (2007) https://doi.org/10.1117/12.705853

KEYWORDS: Image segmentation, Heart, Computed tomography, 3D modeling, Target detection, Error analysis, Arteries, Affine motion model, Medical imaging, 3D image processing

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Proceedings Article | 15 March 2006 Paper

Paper

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 Volume 6144, 61443O (2006) https://doi.org/10.1117/12.651616

KEYWORDS: Image segmentation, Computed tomography, Automatic tracking, Heart, Tissues, Blood, Electrocardiography, Motion models, Magnetic resonance imaging, Functional analysis

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Proceedings Article | 29 April 2005 Paper

Paper

Accurate left atrium segmentation in multislice CT images using a shape model

Jens von Berg, Cristian Lorenz

Proceedings Volume 5747, (2005) https://doi.org/10.1117/12.595236

KEYWORDS: Image segmentation, Veins, Data modeling, Computed tomography, Arteries, Blood, Electrophysiology, Atrial fibrillation, Distance measurement, Heart

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Proceedings Article | 15 April 2005 Paper

Paper

PCA based spatio-temporal decomposition and compression of 4D medical images

Cristian Lorenz, Jens von Berg

Proceedings Volume 5748, (2005) https://doi.org/10.1117/12.595257

KEYWORDS: Image compression, Medical imaging, Visualization, Principal component analysis, Image segmentation, Image processing, Computed tomography, Heart, Data modeling, Computing systems

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Proceedings Article | 15 May 2003 Paper

Paper

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 Niessen, Michael Kaus

Proceedings Volume 5032, (2003) https://doi.org/10.1117/12.481352

KEYWORDS: Image segmentation, Data modeling, 3D modeling, Magnetic resonance imaging, Cardiovascular magnetic resonance imaging, Natural surfaces, Statistical modeling, Medical imaging, Eye models, Binary data

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Proceedings Article | 15 May 2003 Paper

Paper

Improving specificity to image features for segmentation with deformable models

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

Proceedings Volume 5032, (2003) https://doi.org/10.1117/12.481346

KEYWORDS: Image segmentation, Bone, Head, 3D modeling, Feature extraction, Medical imaging, Modeling, Databases, Systems modeling, Magnetic resonance imaging

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Proceedings Article | 18 May 2000 Paper

Paper

Worklist handling in workflow-enabled radiological application systems

Thomas Wendler, Kirsten Meetz, Joachim Schmidt, Jens von Berg

Proceedings Volume 3980, (2000) https://doi.org/10.1117/12.386401

KEYWORDS: Process modeling, Systems modeling, Picture Archiving and Communication System, Radiology, Medicine, Imaging systems, Modeling, Information technology, System integration, Data modeling

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Showing 5 of 20 publications

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