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A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems

Sep 01, 2019
Mario Amrehn, Stefan Steidl, Reinier Kortekaas, Maddalena Strumia, Markus Weingarten, Markus Kowarschik, Andreas Maier

* Accepted as research article at the International Journal of Biomedical Imaging, Hindawi 

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On Laughter and Speech-Laugh, Based on Observations of Child-Robot Interaction

Aug 30, 2019
Anton Batliner, Stefan Steidl, Florian Eyben, Björn Schuller

* 25 pages, 3 figures 

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The Random Forest Classifier in WEKA: Discussion and New Developments for Imbalanced Data

Jan 04, 2019
Mario Amrehn, Firas Mualla, Elli Angelopoulou, Stefan Steidl, Andreas Maier


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Precision Learning: Towards Use of Known Operators in Neural Networks

Oct 12, 2018
Andreas Maier, Frank Schebesch, Christopher Syben, Tobias Würfl, Stefan Steidl, Jang-Hwan Choi, Rebecca Fahrig

* A. Maier, F. Schebesch, C. Syben, T. W\"urfl, S. Steidl, J.-H. Choi, R. Fahrig, Precision Learning: Towards Use of Known Operators in Neural Networks, in: 24rd International Conference on Pattern Recognition (ICPR), 2018, pp. 183-188 
* accepted on ICPR 2018 

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Robust Seed Mask Generation for Interactive Image Segmentation

Nov 20, 2017
Mario Amrehn, Stefan Steidl, Markus Kowarschik, Andreas Maier

* Medical Imaging Conference (MIC) 2017 

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UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model

Sep 11, 2017
Mario Amrehn, Sven Gaube, Mathias Unberath, Frank Schebesch, Tim Horz, Maddalena Strumia, Stefan Steidl, Markus Kowarschik, Andreas Maier

* Eurographics Workshop on Visual Computing for Biology and Medicine (2017) 143-147 
* This work is submitted to the 2017 Eurographics Workshop on Visual Computing for Biology and Medicine 

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A Self-Taught Artificial Agent for Multi-Physics Computational Model Personalization

May 01, 2016
Dominik Neumann, Tommaso Mansi, Lucian Itu, Bogdan Georgescu, Elham Kayvanpour, Farbod Sedaghat-Hamedani, Ali Amr, Jan Haas, Hugo Katus, Benjamin Meder, Stefan Steidl, Joachim Hornegger, Dorin Comaniciu

* Submitted to Medical Image Analysis, Elsevier 

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