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Mario P. Amrehn
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UI-Net: Interactive Artificial Neural Networks for Iterative Image Segmentation Based on a User Model
MP Amrehn, S Gaube, M Unberath, F Schebesch, T Horz, M Strumia, ...
Visual Computing for Biology and Medicine (VCBM), 143-147, 2017
402017
The Random Forest Classifier in WEKA: Discussion and New Developments for Imbalanced Data
M Amrehn, F Mualla, E Angelopoulou, S Steidl, A Maier
arXiv preprint arXiv:1812.08102, 2018
212018
Deep action learning enables robust 3D segmentation of body organs in various CT and MRI images
X Zhong, M Amrehn, N Ravikumar, S Chen, N Strobel, A Birkhold, ...
Scientific Reports 11 (1), 3311, 2021
132021
A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems
M Amrehn, S Steidl, R Kortekaas, M Strumia, M Weingarten, ...
International Journal of Biomedical Imaging (IJBI) 2019, 1-21, 2019
112019
Comparative Evaluation of Interactive Segmentation Approaches
MP Amrehn, J Glasbrenner, S Steidl, AK Maier
Bildverarbeitung für die Medizin (BVM), 68-73, 2016
112016
Image Quality Analysis of Limited Angle Tomography Using the Shift-Variant Data Loss Model
Y Huang, G Lauritsch, MP Amrehn, O Taubmann, V Haase, D Stromer, ...
Bildverarbeitung für die Medizin (BVM), 277-282, 2016
112016
Deep Learning-based Inpainting for Virtual DSA
M Unberath, J Hajek, T Geimer, F Schebesch, M Amrehn, A Maier
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2017
92017
Comparison of SART and ETV reconstruction for increased C-arm CT volume coverage by proper detector rotation in liver imaging
D Stromer, MP Amrehn, Y Huang, P Kugler, S Bauer, G Lauritsch, ...
International Symposium on Biomedical Imaging (ISBI), 589-592, 2016
62016
Interactive Neural Network Robot User Investigation for Medical Image Segmentation
M Amrehn, M Strumia, M Kowarschik, A Maier
Bildverarbeitung für die Medizin 2019, 56-61, 2019
52019
Action learning for 3D point cloud based organ segmentation
X Zhong, M Amrehn, N Ravikumar, S Chen, N Strobel, A Birkhold, ...
arXiv preprint arXiv:1806.05724, 2018
52018
Portability of TV-Regularized Reconstruction Parameters to Varying Data Sets.
MP Amrehn, AK Maier, F Dennerlein, J Hornegger
Bildverarbeitung für die Medizin (BVM), 131-136, 2015
42015
Ideal seed point location approximation for GrowCut interactive image segmentation
M Amrehn, M Strumia, S Steidl, T Horz, M Kowarschik, A Maier
Bildverarbeitung für die Medizin 2018: Algorithmen-Systeme-Anwendungen …, 2018
32018
Robust Seed Mask Generation for Interactive Image Segmentation
MP Amrehn, S Steidl, M Kowarschik, AK Maier
IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2017
32017
Implementation and Evaluation of a Total Variation Regularized Iterative CT Image Reconstruction Method
MP Amrehn
Pattern Recognition Lab, Friedrich-Alexander University Erlangen-Nürnberg …, 2014
32014
Pseudonymized storage and retrieval of medical data and information
J Kaftan, J Sperl, NM CHOWDARY, K Venkatesan, M Amrehn, S Bauer
US Patent App. 17/873,535, 2023
2023
Research Article A Semi-Automated Usability Evaluation Framework for Interactive Image Segmentation Systems
M Amrehn, S Steidl, R Kortekaas, M Strumia, M Weingarten, ...
2019
Design and Implementation of a Recommender System for Personalized Diet Planning based on User Ratings
MP Amrehn
Artificial intelligence Lab, Friedrich-Alexander University Erlangen …, 2012
2012
Interactive CNN Robot User Investigation for Medical Image Segmentation
M Amrehn, M Strumia, M Kowarschik, A Maier
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