Astrid Franz

29 papers B 11Journal 9Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparing Task-Agnostic Embedding Models for Tabular Data.
CoRR
Frederik Hoppe, Lars Kleinemeier, Astrid Franz, Udo Göbel
2025 J jnl
Generating Synthetic Relational Tabular Data via Structural Causal Models.
CoRR
Frederik Hoppe, Astrid Franz, Lars Kleinemeier, Udo Göbel
2025 J jnl
Universal Embeddings of Tabular Data.
CoRR
Astrid Franz, Frederik Hoppe, Marianne Michaelis, Udo Göbel
2021 — conf
Deep Learning-based Spine Centerline Extraction in Fetal Ultrasound.
Bildverarbeitung für die Medizin
Astrid Franz, Alexander Schmidt-Richberg, Eliza Orasanu, Cristian Lorenz
2020 B conf
Combining deep learning and model-based segmentation for labeled spine CT segmentation.
Image Processing
Christian Bürger, Jens von Berg, Astrid Franz, Tobias Klinder, Cristian Lorenz, Matthias Lenga
2018 — conf
Deep Learning Based Rib Centerline Extraction and Labeling.
MSKI@MICCAI
Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz
2018 J jnl
Deep Learning Based Rib Centerline Extraction and Labeling.
CoRR
Matthias Lenga, Tobias Klinder, Christian Bürger, Jens von Berg, Astrid Franz, Cristian Lorenz
2016 J jnl
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.
Eleni A. Kolokotroni, Dimitra D. Dionysiou, Christian Veith, Yoo-Jin Kim, Jörg Sabczynski, Astrid Franz, Aleksandar Grgic, Jan Palm, Rainer Bohle, Georgios S. Stamatakos
2016 B conf
Precise anatomy localization in CT data by an improved probabilistic tissue type atlas.
Image Processing
Astrid Franz, Nicole Schadewaldt, Heinrich Schulz, Torbjørn Vik, Martin Bergtholdt, Daniel Bystrov
2015 B conf
Annotation-free probabilistic atlas learning for robust anatomy detection in CT images.
Image Processing
Astrid Franz, Nicole Schadewaldt, Heinrich Schulz, Torbjørn Vik, Lisa Kausch, Jan Modersitzki, Rafael Wiemker, Daniel Bystrov
2013 — conf
In silico oncology: Exploiting clinical studies to clinically adapt and validate multiscale oncosimulators.
EMBC
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
2012 B conf
Semi-automatic intracranial tumor segmentation and tumor tissue classification based on multiple MR protocols.
Image Processing
Astrid Franz, Henriette Tschampa, Andreas Müller, Stefanie Remmele, Christian Stehning, Jochen Keupp, Jürgen Gieseke, Hans Heinz Schild, Petra Mürtz
2011 B conf
Brain tumour segmentation and tumour tissue classification based on multiple MR protocols.
Image Processing
Astrid Franz, Stefanie Remmele, Jochen Keupp
2009 J jnl
Automated model-based vertebra detection, identification, and segmentation in CT images.
Medical Image Anal.
Tobias Klinder, Jörn Ostermann, Matthias Ehm, Astrid Franz, Reinhard Kneser, Cristian Lorenz
2008 B conf
Lung lobe modeling and segmentation with individualized surface meshes.
Image Processing
Thomas Blaffert, Hans Barschdorf, Jens von Berg, Sebastian P. M. Dries, Astrid Franz, Tobias Klinder, Cristian Lorenz, Steffen Renisch, Rafael Wiemker
2008 — conf
Simultaneous Model-Based Segmentation of Multiple Objects.
Bildverarbeitung für die Medizin
Astrid Franz, Robin Wolz, Tobias Klinder, Cristian Lorenz, Hans Barschdorf, Thomas Blaffert, Sebastian P. M. Dries, Steffen Renisch
2008 — conf
Spine Segmentation Using Articulated Shape Models.
MICCAI (1)
Tobias Klinder, Robin Wolz, Cristian Lorenz, Astrid Franz, Jörn Ostermann
2007 B conf
Improved elastic medical image registration using mutual information.
Image Processing
Konstantin Ens, Hanno Schumacher, Astrid Franz, Bernd Fischer
2007 — conf
Wahl eines gewichteten Distanzmaßes für monomodale Bilder in der nicht-parametrischen Registrierung.
Bildverarbeitung für die Medizin
Hanno Schumacher, Konstantin Ens, Astrid Franz, Bernd Fischer
2006 — conf
An Adaptive Irregular Grid Approach Using SIFT Features for Elastic Medical Image Registration.
Bildverarbeitung für die Medizin
Astrid Franz, Ingwer Carlsen, Steffen Renisch
2006 B conf
Dedicated registration for DCE MRI mammography.
Image Processing
Steffen Renisch, Thomas Bülow, Ingwer C. Carlsen, Astrid Franz
2006 B conf
Validation of elastic registration algorithms based on adaptive irregular grids for medical applications.
Image Processing
Astrid Franz, Ingwer C. Carlsen, Steffen Renisch, Hans-Aloys Wischmann
2006 — conf
Variational Image Registration with Local Properties.
WBIR
Sven Kabus, Astrid Franz, Bernd Fischer
2006 B conf
Weighted medical image registration with automatic mask generation.
Image Processing
Hanno Schumacher, Astrid Franz, Bernd Fischer
2005 B conf
Modular toolbox for derivative-based medical image registration.
Image Processing
Astrid Franz, Ingwer C. Carlsen, Sven Kabus, Thomas Netsch, Vladimir Pekar
2005 — conf
On Elastic Image Registration with Varying Material Parameters.
Bildverarbeitung für die Medizin
Sven Kabus, Astrid Franz, Bernd Fischer
2003 J jnl
Threshold accepting as limit case for a modified Tsallis statistics.
Appl. Math. Lett.
Astrid Franz, Karl-Heinz Hoffmann
2002 J jnl
Using computer algebra methods to determine the chemical dimension of finitely ramified Sierpinski carpets.
SIGSAM Bull.
Astrid Franz, Christian Schulzky, Karl-Heinz Hoffmann
2000 J jnl
Resistance scaling and random walk dimensions for finitely ramified Sierpinski carpets.
SIGSAM Bull.
Christian Schulzky, Astrid Franz, Karl-Heinz Hoffmann