2008 |
24 | EE | Anke Meyer-Bäse,
Oliver Lange,
Thomas Schlossbauer,
Axel Wismüller:
Computer-aided diagnosis and visualization based on clustering and independent component analysis for breast MRI.
ICIP 2008: 3000-3003 |
2007 |
23 | EE | Anke Meyer-Bäse,
Oliver Lange,
Axel Wismüller,
Monica K. Hurdal:
Analysis of Dynamic Susceptibility Contrast MRI Time Series Based on Unsupervised Clustering Methods.
IEEE Transactions on Information Technology in Biomedicine 11(5): 563-573 (2007) |
2006 |
22 | EE | Axel Wismüller,
Anke Meyer-Bäse,
Johannes Behrends,
Oliver Lange,
Miriana Jukic,
Maximilian F. Reiser,
Dorothee Auer:
A flexible machine learning image analysis system for high-precision computer-assisted segmentation of multispectral MRI data sets in patients with multiple sclerosis.
ISBI 2006: 1328-1331 |
21 | EE | Axel Wismüller,
Anke Meyer-Bäse,
Oliver Lange,
Maximilian F. Reiser,
Gerda L. Leinsinger:
Cluster analysis of dynamic cerebral contrast-enhanced perfusion MRI time-series.
IEEE Trans. Med. Imaging 25(1): 62-73 (2006) |
2005 |
20 | | Axel Saalbach,
Thorsten Twellmann,
Tim W. Nattkemper,
Axel Wismüller,
Jörg Ontrup,
Helge Ritter:
A Hyperbolic Topographic Mapping for Proximity Data.
Artificial Intelligence and Applications 2005: 106-111 |
19 | EE | Thorsten Twellmann,
Oliver Lichte,
Axel Saalbach,
Axel Wismüller,
Tim W. Nattkemper:
An Adaptive Extended Colour Scale for Comparison of Pseudo Colouring Techniques for DCE-MRI Data.
Bildverarbeitung für die Medizin 2005: 312-316 |
2004 |
18 | EE | Thomas Villmann,
Udo Seiffert,
Axel Wismüller:
Theory and applications of neural maps.
ESANN 2004: 25-38 |
17 | EE | Anke Meyer-Bäse,
Axel Wismüller,
Oliver Lange:
Comparison of two exploratory data analysis methods for fMRI: unsupervised clustering versus independent component analysis.
IEEE Transactions on Information Technology in Biomedicine 8(3): 387-398 (2004) |
16 | EE | Anke Meyer-Bäse,
Oliver Lange,
Axel Wismüller,
Helge Ritter:
Model-free functional mri analysis using topographic independent component analysis.
Int. J. Neural Syst. 14(4): 217-228 (2004) |
15 | EE | Axel Wismüller,
Anke Meyer-Bäse,
Oliver Lange,
Dorothee Auer,
Maximilian F. Reiser,
DeWitt Sumners:
Model-free functional MRI analysis based on unsupervised clustering.
Journal of Biomedical Informatics 37(1): 10-18 (2004) |
14 | EE | Axel Wismüller,
Frank Vietze,
Johannes Behrends,
Anke Meyer-Bäse,
Maximilian F. Reiser,
Helge Ritter:
Fully automated biomedical image segmentation by self-organized model adaptation.
Neural Networks 17(8-9): 1327-1344 (2004) |
2003 |
13 | EE | Johannes Behrends,
Phil Hoole,
Gerda L. Leinsinger,
Hans G. Tillmann,
Klaus Hahn,
Maximilian F. Reiser,
Axel Wismüller:
A Segmentation and Analysis Method for MRI Data of the Human Vocal Tract.
Bildverarbeitung für die Medizin 2003: 186-190 |
12 | EE | Axel Wismüller,
Johannes Behrends,
Oliver Lange,
Miriana Jukic,
Klaus Hahn,
Maximilian F. Reiser,
Dorothee Auer:
High-Precision Computer-Assisted Segmentation of Multispectral MRI Data Sets in Patients with Multiple Sclerosis by a Flexible Machine Learning Image Analysis Approach.
Bildverarbeitung für die Medizin 2003: 403-407 |
11 | EE | Axel Wismüller,
Udo Seiffert:
Digital Image Processing with Neural Networks.
ESANN 2003: 493-502 |
10 | EE | Anke Meyer-Bäse,
Thomas D. Otto,
Thomas Martinetz,
Dorothee Auer,
Axel Wismüller:
Model-Free Functional MRI Analysis Using Topographic Independent Component Analysis.
ESANN 2003: 509-514 |
2002 |
9 | | Axel Wismüller,
Thomas Villmann:
Exploratory Data Analysis in Medicine and Bioinformatics.
ESANN 2002: 25-38 |
8 | | Axel Wismüller,
Oliver Lange,
Dominik R. Dersch,
Gerda L. Leinsinger,
Klaus Hahn,
Benno Pütz,
Dorothee Auer:
Cluster Analysis of Biomedical Image Time-Series.
International Journal of Computer Vision 46(2): 103-128 (2002) |
7 | EE | Axel Wismüller,
Frank Vietze,
Dominik R. Dersch,
Johannes Behrends,
Klaus Hahn,
Helge Ritter:
The deformable feature map - a novel neurocomputing algorithm for adaptive plasticity in pattern analysis.
Neurocomputing 48(1-4): 107-139 (2002) |
2001 |
6 | EE | Axel Wismüller,
Oliver Lange,
Dominik R. Dersch,
Klaus Hahn,
Gerda L. Leinsinger:
Analysis of dynamic perfusion MRI data by neural networks.
ESANN 2001: 19-24 |
5 | EE | Axel Wismüller,
Oliver Lange,
Dominik R. Dersch,
Klaus Hahn,
Gerda L. Leinsinger:
Neural Network Analysis of Dynamic Contrast-Enhanced MRI Mammography.
ICANN 2001: 1000-1005 |
2000 |
4 | | Axel Wismüller,
Frank Vietze,
Dominik R. Dersch,
Gerda L. Leinsinger,
Johannes Behrends,
Helge Ritter,
Klaus Hahn:
Elastic Distortion of Deformable Feature Maps for Fully-Automatic Segmentation of Multispectral MRI Data Sets of the Human Brain.
Bildverarbeitung für die Medizin 2000: 116-120 |
3 | EE | Axel Wismüller,
Frank Vietze,
Dominik R. Dersch,
Klaus Hahn,
Helge Ritter:
A neural network approach to adaptive pattern analysis - the deformable feature map.
ESANN 2000: 189-194 |
2 | EE | Axel Wismüller,
Dominik R. Dersch,
Bernadette Lipinski,
Klaus Hahn,
Dorothee Auer:
Hierarchical Clustering of Functional MRI Time-Series by Deterministic Annealing.
ISMDA 2000: 49-54 |
1998 |
1 | | Axel Wismüller,
Dominik R. Dersch,
Bernadette Lipinski,
Klaus Hahn,
Dorothee Auer:
Neural network analysis of functional MRI time-series. Hierarchical clustering by deterministic annealing.
Bildverarbeitung für die Medizin 1998 |