Dr. Astrid Franz Profile

Dr. Astrid Franz

Research Scientist at Philips Research

SPIE Involvement:

Author

Publications (11)

Proceedings Article | 10 March 2020 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

Proc. SPIE. 11313, Medical Imaging 2020: Image Processing

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

Read Abstract +

Proceedings Article | 21 March 2016 Paper

Precise anatomy localization in CT data by an improved probabilistic tissue type atlas

Astrid Franz, Nicole Schadewaldt, Heinrich Schulz, Torbjørn Vik, Martin Bergtholdt, Daniel Bystrov

Proc. SPIE. 9784, Medical Imaging 2016: Image Processing

KEYWORDS: Eye, Liver, Tissues, Image segmentation, Image analysis, Image registration, Lung, Bone, Head, Kidney, Computed tomography, Probability theory

Read Abstract +

Proceedings Article | 20 March 2015 Paper

Annotation-free probabilistic atlas learning for robust anatomy detection in CT images

Astrid Franz, Nicole Schadewaldt, Heinrich Schulz, Torbjørn Vik, Lisa Kausch, Jan Modersitzki, Rafael Wiemker, Daniel Bystrov

Proc. SPIE. 9413, Medical Imaging 2015: Image Processing

KEYWORDS: Liver, Tissues, Image segmentation, Image processing, Heart, Image registration, Lung, Spleen, Kidney, Computed tomography

Read Abstract +

Proceedings Article | 14 February 2012 Paper

Semi-automatic intracranial tumor segmentation and tumor tissue classification based on multiple MR protocols

A. Franz, H. Tschampa, A. Müller, S. Remmele, C. Stehning, J. Keupp, J. Gieseke, H. Schild, P. Mürtz

Proc. SPIE. 8314, Medical Imaging 2012: Image Processing

KEYWORDS: Human-machine interfaces, Tumors, Tissues, Magnetic resonance imaging, Image segmentation, Image processing, Scanners, Radiology, Algorithm development, 3D image processing

Read Abstract +

Proceedings Article | 14 March 2011 Paper

Brain tumour segmentation and tumour tissue classification based on multiple MR protocols

Astrid Franz, Stefanie Remmele, Jochen Keupp

Proc. SPIE. 7962, Medical Imaging 2011: Image Processing

KEYWORDS: Image processing algorithms and systems, Tissues, Magnetic resonance imaging, Image segmentation, Image processing, Image resolution, Image classification, Neuroimaging, 3D image processing, Brain

Read Abstract +

Proceedings Article | 11 March 2008 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

Proc. SPIE. 6914, Medical Imaging 2008: Image Processing

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

Read Abstract +

Proceedings Article | 8 March 2007 Paper

Improved elastic medical image registration using mutual information

Konstantin Ens, Hanno Schumacher, Astrid Franz, Bernd Fischer

Proc. SPIE. 6512, Medical Imaging 2007: Image Processing

KEYWORDS: Tumors, Image segmentation, Image processing, Diagnostics, Image registration, Medical imaging, Distance measurement, Image enhancement, Computed tomography, Positron emission tomography

Read Abstract +

Proceedings Article | 10 March 2006 Paper

Validation of elastic registration algorithms based on adaptive irregular grids for medical applications

Astrid Franz, Ingwer Carlsen, Steffen Renisch, Hans-Aloys Wischmann

Proc. SPIE. 6144, Medical Imaging 2006: Image Processing

KEYWORDS: Detection and tracking algorithms, Magnetic resonance imaging, Image registration, Quality measurement, Medical imaging, Image quality, Image transmission, Computed tomography, Positron emission tomography, 3D image processing

Read Abstract +

Proceedings Article | 10 March 2006 Paper

Dedicated registration for DCE MRI mammography

Steffen Renisch, Thomas Bülow, Ingwer Carlsen, Astrid Franz

Proc. SPIE. 6144, Medical Imaging 2006: Image Processing

KEYWORDS: Data modeling, Tissues, Blood, Magnetic resonance imaging, Image registration, Medical imaging, Data acquisition, Mammography, Optimization (mathematics), 3D image processing

Read Abstract +

Proceedings Article | 10 March 2006 Paper

Weighted medical image registration with automatic mask generation

Hanno Schumacher, Astrid Franz, Bernd Fischer

Proc. SPIE. 6144, Medical Imaging 2006: Image Processing

KEYWORDS: Image segmentation, Image processing, Image registration, Radiotherapy, Medical imaging, Distance measurement, Partial differential equations, Image enhancement, Computed tomography, Rectum

Read Abstract +

Proceedings Article | 29 April 2005 Paper

Modular toolbox for derivative-based medical image registration

Astrid Franz, Ingwer Carlsen, Sven Kabus, Thomas Netsch, Vladimir Pekar

Proc. SPIE. 5747, Medical Imaging 2005: Image Processing

KEYWORDS: Breast, Image processing, Medical research, Image registration, Medical imaging, Computed tomography, Algorithm development, Optimization (mathematics), Positron emission tomography, 3D image processing

Read Abstract +

Showing 5 of 11 publications

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years