Astrid Franz

Publication Activity (10 Years)

Years Active: 2000-2021
Publications (10 Years): 6

Top Topics

Weakly Supervised

Tumor Segmentation

Top Venues

Medical Imaging: Image Processing

Bildverarbeitung für die Medizin

Publications

Astrid Franz, Alexander Schmidt-Richberg, Eliza Orasanu, Cristian Lorenz
Deep Learning-based Spine Centerline Extraction in Fetal Ultrasound. Bildverarbeitung für die Medizin (2021)
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)
Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz
Deep Learning Based Rib Centerline Extraction and Labeling. CoRR (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)
Astrid Franz, Nicole Schadewaldt, Heinrich Schulz, Torbjørn Vik, Martin Bergtholdt, Daniel Bystrov
Precise anatomy localization in CT data by an improved probabilistic tissue type atlas. Medical Imaging: Image Processing (2016)
Eleni A. Kolokotroni, Dimitra D. Dionysiou, Christian Veith, Yoo-Jin Kim, Jörg Sabczynski, Astrid Franz, Aleksandar Grgic, Jan Palm, Rainer Bohle, Georgios S. Stamatakos
In Silico Oncology: Quantification of the In Vivo Antitumor Efficacy of Cisplatin-Based Doublet Therapy in Non-Small Cell Lung Cancer (NSCLC) through a Multiscale Mechanistic Model. PLoS Comput. Biol. 12 (9) (2016)
Astrid Franz, Nicole Schadewaldt, Heinrich Schulz, Torbjørn Vik, Lisa Kausch, Jan Modersitzki, Rafael Wiemker, Daniel Bystrov
Annotation-free probabilistic atlas learning for robust anatomy detection in CT images. Medical Imaging: Image Processing (2015)
Georgios S. Stamatakos, Eleni A. Kolokotroni, Dimitra D. Dionysiou, Christian Veith, Yoo-Jin Kim, Astrid Franz, Kostas Marias, Jörg Sabczynski, Rainer Bohle, Norbert M. Graf
In silico oncology: Exploiting clinical studies to clinically adapt and validate multiscale oncosimulators. EMBC (2013)
Astrid Franz, Henriette Tschampa, Andreas Müller, Stefanie Remmele, Christian Stehning, Jochen Keupp, Jürgen Gieseke, Hans Heinz Schild, Petra Mürtz
Semi-automatic intracranial tumor segmentation and tumor tissue classification based on multiple MR protocols. Medical Imaging: Image Processing (2012)
Astrid Franz, Stefanie Remmele, Jochen Keupp
Brain tumour segmentation and tumour tissue classification based on multiple MR protocols. Medical Imaging: Image Processing (2011)
Tobias Klinder, Jörn Ostermann, Matthias Ehm, Astrid Franz, Reinhard Kneser, Cristian Lorenz
Automated model-based vertebra detection, identification, and segmentation in CT images. Medical Image Anal. 13 (3) (2009)
Astrid Franz, Robin Wolz, Tobias Klinder, Cristian Lorenz, Hans Barschdorf, Thomas Blaffert, Sebastian P. M. Dries, Steffen Renisch
Simultaneous Model-Based Segmentation of Multiple Objects. Bildverarbeitung für die Medizin (2008)
Tobias Klinder, Robin Wolz, Cristian Lorenz, Astrid Franz, Jörn Ostermann
Spine Segmentation Using Articulated Shape Models. MICCAI (1) (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)
Hanno Schumacher, Konstantin Ens, Astrid Franz, Bernd Fischer
Wahl eines gewichteten Distanzmaßes für monomodale Bilder in der nicht-parametrischen Registrierung. Bildverarbeitung für die Medizin (2007)
Konstantin Ens, Hanno Schumacher, Astrid Franz, Bernd Fischer
Improved elastic medical image registration using mutual information. Medical Imaging: Image Processing (2007)
Astrid Franz, Ingwer C. Carlsen, Steffen Renisch, Hans-Aloys Wischmann
Validation of elastic registration algorithms based on adaptive irregular grids for medical applications. Medical Imaging: Image Processing (2006)
Sven Kabus, Astrid Franz, Bernd Fischer
Variational Image Registration with Local Properties. WBIR (2006)
Steffen Renisch, Thomas Bülow, Ingwer C. Carlsen, Astrid Franz
Dedicated registration for DCE MRI mammography. Medical Imaging: Image Processing (2006)
Hanno Schumacher, Astrid Franz, Bernd Fischer
Weighted medical image registration with automatic mask generation. Medical Imaging: Image Processing (2006)
Astrid Franz, Ingwer Carlsen, Steffen Renisch
An Adaptive Irregular Grid Approach Using SIFT Features for Elastic Medical Image Registration. Bildverarbeitung für die Medizin (2006)
Sven Kabus, Astrid Franz, Bernd Fischer
On Elastic Image Registration with Varying Material Parameters. Bildverarbeitung für die Medizin (2005)
Astrid Franz, Ingwer C. Carlsen, Sven Kabus, Thomas Netsch, Vladimir Pekar
Modular toolbox for derivative-based medical image registration. Medical Imaging: Image Processing (2005)
Astrid Franz, Karl-Heinz Hoffmann
Threshold accepting as limit case for a modified Tsallis statistics. Appl. Math. Lett. 16 (1) (2003)
Astrid Franz, Christian Schulzky, Karl-Heinz Hoffmann
Using computer algebra methods to determine the chemical dimension of finitely ramified Sierpinski carpets. SIGSAM Bull. 36 (2) (2002)
Christian Schulzky, Astrid Franz, Karl-Heinz Hoffmann
Resistance scaling and random walk dimensions for finitely ramified Sierpinski carpets. SIGSAM Bull. 34 (3) (2000)