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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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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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Action Learning for 3D Point Cloud Based Organ Segmentation

Jun 14, 2018
Xia Zhong, Mario Amrehn, Nishant Ravikumar, Shuqing Chen, Norbert Strobel, Annette Birkhold, Markus Kowarschik, Rebecca Fahrig, Andreas Maier


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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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