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Robust Segmentation Models using an Uncertainty Slice Sampling Based Annotation Workflow


Sep 30, 2021
Grzegorz Chlebus, Andrea Schenk, Horst K. Hahn, Bram van Ginneken, Hans Meine

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI


Sep 23, 2020
Anneke Meyer, Grzegorz Chlebus, Marko Rak, Daniel Schindele, Martin Schostak, Bram van Ginneken, Andrea Schenk, Hans Meine, Horst K. Hahn, Andreas Schreiber, Christian Hansen

* Submitted to Elsevier Computer Methods and Programs in Biomedicine. Anneke Meyer and Grzegorz Chlebus contributed equally to this work. Sourcecode and data available at https://github.com/AnnekeMeyer/AnisotropicMultiStreamCNN 

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A Ray-based Approach for Boundary Estimation of Fiber Bundles Derived from Diffusion Tensor Imaging


Oct 23, 2013
Miriam H. A. Bauer, Sebastiano Barbieri, Jan Klein, Jan Egger, Daniela Kuhnt, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky

* Int J CARS, Vol. 5, Suppl. 1, pp. 47-48, Springer Press, June 2010 
* 5 pages, 2 figures, 7 references 

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Benchmarking the Quality of Diffusion-Weighted Images


May 09, 2011
Jan Klein, Sebastiano Barbieri, Miriam H. A. Bauer, Christopher Nimsky, Horst K. Hahn


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Ray-Based and Graph-Based Methods for Fiber Bundle Boundary Estimation


Mar 10, 2011
Miriam H. A. Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky

* 4 pages, 6 figures, BIOSIGNAL, Berlin, 2010 

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A Semi-Automatic Graph-Based Approach for Determining the Boundary of Eloquent Fiber Bundles in the Human Brain


Mar 08, 2011
Miriam H. A. Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky

* 4 pages, 3 figures, BMT 2010, Rostock 

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