C
Christian Bauer
Researcher at University of Iowa
Publications - 37
Citations - 6399
Christian Bauer is an academic researcher from University of Iowa. The author has contributed to research in topics: Segmentation & Image segmentation. The author has an hindex of 17, co-authored 37 publications receiving 4568 citations. Previous affiliations of Christian Bauer include Graz University of Technology.
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Journal ArticleDOI
3D Slicer as an image computing platform for the Quantitative Imaging Network.
Andriy Fedorov,Reinhard Beichel,Jayashree Kalpathy-Cramer,Julien Finet,Jean-Christophe Fillion-Robin,Sonia Pujol,Christian Bauer,Dominique Jennings,Fiona M. Fennessy,Milan Sonka,John M. Buatti,Stephen R. Aylward,James V. Miller,Steve Pieper,Ron Kikinis +14 more
TL;DR: An overview of 3D Slicer is presented as a platform for prototyping, development and evaluation of image analysis tools for clinical research applications and the utility of the platform in the scope of QIN is illustrated.
Journal ArticleDOI
Standardized evaluation methodology and reference database for evaluating coronary artery centerline extraction algorithms
Michiel Schaap,Coert Metz,Theo van Walsum,Alina G. van der Giessen,Annick C. Weustink,Nico R. Mollet,Christian Bauer,Hrvoje Bogunovic,Carlos Castro,Xiang Deng,Engin Dikici,Thomas F. O'Donnell,Michel Frenay,Ola Friman,Marcela Hernández Hoyos,Pieter H. Kitslaar,Karl Krissian,Caroline Kühnel,Miguel Luengo-Oroz,Maciej Orkisz,Örjan Smedby,Martin Styner,Andrzej Szymczak,Huseyin Tek,Chunliang Wang,Simon K. Warfield,Sebastian Zambal,Yong Zhang,Gabriel P. Krestin,Wiro J. Niessen,Wiro J. Niessen +30 more
TL;DR: A standardized evaluation methodology and reference database for the quantitative evaluation of coronary artery centerline extraction algorithms and a database containing 32 cardiac CTA datasets with corresponding reference standard is described and made available.
Journal ArticleDOI
Extraction of Airways From CT (EXACT'09)
Pechin Lo,Bram van Ginneken,Joseph M. Reinhardt,Tarunashree Yavarna,Pim A. de Jong,Benjamin Irving,Catalin Fetita,Margarete Ortner,Romulo Pinho,Jan Sijbers,Marco Feuerstein,Anna Fabijańska,Christian Bauer,Reinhard Beichel,Carlos S. Mendoza,Rafael Wiemker,Jaesung Lee,Anthony P. Reeves,Silvia Born,Oliver Weinheimer,Eva M. van Rikxoort,Juerg Tschirren,Ken Mori,Benjamin L. Odry,David P. Naidich,Ieneke J. C. Hartmann,Eric A. Hoffman,Mathias Prokop,Jesper Holst Pedersen,Marleen de Bruijne +29 more
TL;DR: A fusion scheme that obtained superior results is presented, demonstrating that there is complementary information provided by the different algorithms and there is still room for further improvements in airway segmentation algorithms.
Journal ArticleDOI
Automated 3-D Segmentation of Lungs With Lung Cancer in CT Data Using a Novel Robust Active Shape Model Approach
TL;DR: A novel robust active shape model (RASM) matching method is utilized to roughly segment the outline of the lungs through an optimal surface finding approach, which delivered statistically significant better segmentation results, compared to two commercially available lung segmentation approaches.
Journal ArticleDOI
Segmentation of interwoven 3d tubular tree structures utilizing shape priors and graph cuts.
TL;DR: This work presents a novel approach that allows to simultaneously separate and segment multiple interwoven tubular tree structures and demonstrates its ability to correctly obtain/separate different tree structures, accurately determine the surface of tubular Tree structures, and robustly handle noise, disturbances, and deviations from cylindrical tube shapes.