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Articles
Axel
Wismüller, Oliver Lange,
Dominik R. Dersch, Gerda L. Leinsinger, Klaus Hahn,
Benno Pütz, and Dorothee Auer: Cluster Analysis of Biomedical
Image Time-Series. International Journal of Computer
Vision, 46(2):103-128. (2002)
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Axel Wismüller, Frank Vietze,
and Dominik R. Dersch: Segmentation
with Neural Networks.In:
I.N. Bankman, J. Frank, W. Brody, E. Zerhouni (Eds.): Handbook of Medical Imaging. Johns Hopkins University. Academic Press. ISBN
0120777908. (2000)
Axel Wismüller, Frank Vietze,
Dominik R. Dersch,
Johannes Behrends, Klaus Hahn, and Helge Ritter: The Deformable Feature Map - A Novel Neurocomputing Algorithm for Adaptive Plasticity in
Pattern Analysis. Submitted
to Neurocomputing. (2000)
Thomas Pfluger,
Christian Vollmar, Axel Wismüller,
Stefan Dresel, Frank Berger, Patrick Suntheim, Gerda L. Leinsinger, and Klaus Hahn: Quantitative Comparison of
Automatic and Interactive Methods for MRI-SPECT Image Registration of the
Brain Based on Three Dimensional Calculation of Error. Journal of Nuclear Medicine,
41(11):1823-9. (2000)
Axel Wismüller and Dominik
R. Dersch: Neural Network Computation in
Biomedical Research: Chances for Conceptual Cross-Fertilization. Theory in Biosciences 116:229-240. (1997)
Thesis:
Axel Wismüller: Mustererkennung
in neuronaler Architektur: Phonemklassifikation in kontinuierlichem Sprachfluß. Diplomarbeit,
Ludwig-Maximilians-Universität München. (1996)
Axel Wismüller: Zur
klinischen Phänomenologie traumatischer Armplexusläsionen.Dissertation,
Technische Universität München. (1992)
Organized Confrerences
Axel Wismüller and Dominik R.
Dersch: Symposium über biologische Informationsverarbeitung und Neuronale
Netze (SINN'95). Lindau am Bodensee, 23.-25. Juni 1995
Book Chapters and Technical Reports
Axel
Wismüller, Claudia Schmid und
Klaus Jürgen Pfeifer: Methodische Grundlagen der konventionellen Röntgendiagnostik
(Projektionsradiographie). In K. Hahn et al. (Eds.): Indikationen zur bildgebenden Diagnostik. Springer-Verlag, Berlin,
Heidelberg, New York. Erscheint 2000.
Axel Wismüller und Frank Vietze: Multimodale Bildfusion & Konzepte,
Methoden, Fehlerbestimmung. Interner Forschungsbericht, Institut für
Radiologische Diagnostik, Klinikum Innenstadt, Ludwig-Maximilians-Universität
München, 1998.
Conference
Papers
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Klaus
Hahn, and Helge Ritter: A Neural Network
Approach to Adaptive Pattern Analysis of the Deformable Feature Map.European Symposion on Artificial Neural Networks (ESANN2000), pp.
189-194, D-Facto, Brussels, Belgium, 2000
Phil Hoole, Axel
Wismüller, Gerda Leinsinger, Christian Kroos, Anja Geumann, Michiko Inoue: Analysis
of Tongue Configuration in Multi-Speaker, Multi-Volume MRI Data.
Proceedings of the 5th Seminar on Speech Production (SPS5) &
CREST Workshop on Models of Speech Production, Kloster
Seeon, pp. 157-160, May, 1-4, 2000.
Axel Wismüller, Gerda
L. Leinsinger, Oliver Lange, Christoff
Gössl, Dorothee Auer,
Klaus Hahn, Dominik R. Dersch,
et al.: Unsupervised Cluster Analysis as a Visualization Strategy for
Supervised Functional MRI Data Processing Methods. RSNA Scientific
Meeting 2000, Chicago, Radiology 217(P), Suppl., p. 209, 2000
Thomas Pfluger, Christian Vollmar, Axel Wismüller,
Stefan Dresel, Klaus Hahn, P.
A. Winkler, et al.: Quantiative
Comparison of Interactive and Automatic Methods for MRI-SPECT Image
Registration of the Brain Based on Three-dimensional Calculation of Error. RSNA
Scientific Meeting 2000, Chicago, Radiology 217(P), Suppl., pp. 453.454, 2000
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Gerda Leinsinger, Johannes Behrends, Helge Ritter, and
Klaus Hahn: Elastic Distortion of Deformable Feature Maps for
Fully-Automatic Segmentation of Multispectral MRI
Data Sets of the Human Brain. In: A. Horsch, T.
Lehmann (Eds.): Bildverarbeitung für die Medizin 2000,
München, pp. 116-120, Informatik aktuell, Springer-Verlag, Berlin,
Heidelberg, New York, 2000.
Axel Wismüller, Dominik R. Dersch,
Bernadette Lipinski, Klaus Hahn, and Dorothee Auer:
Hierarchical Clustering
of fMRI Time-Series by Deterministic Annealing.In:
R. W. Brause, E. Hanisch (Eds.): Medical Data Analysis, ISMDA 2000, pp. 49-54. Lecture Notes in Computer Science,
Vol. 1933, Springer-Verlag, Berlin, Heidelberg, New York, 2000.
Axel Wismüller, Dominik
R. Dersch, Frank Vietze, Gerda L. Leinsinger, and Klaus
Hahn: fMRI time-series analysis without
knowledge of the stimulus: hierarchical unsupervised clustering by
deterministic annealing. European Radiology 9, Suppl.
1, p. 279, 1999
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Gerda L. Leinsinger, Thomas Pfluger, and Klaus Hahn: Neural network segmentation
and volumetry of multispectral
MRI data sets of the human brain. European Radiology 9, Suppl. 1, p. 333, 1999
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Gerda L. Leinsinger, Helge Ritter, and Klaus Hahn: Fully automatic multispectral MRI segmentation of the human brain by
self-organized elastic matching of deformable feature maps. European
Radiology 9, Suppl. 1, pp. 333-334, 1999
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Klaus
Hahn, and Helge Ritter: A neural network
approach to adaptive pattern analysis - the deformable feature map. In:
G. Krell, B. Michaelis,
D. Nauck, R. Kruse (Eds.): Proceedings of the 4th
International Workshop on Neural Networks in Applications NN´99, pp. 63-68, Magdeburg, 1999.
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Helge Ritter, Gerda L. Leinsinger,
Dirk T. Heiss, Thomas Pfluger
und Klaus Hahn:Vollautomatische
Segmentierung multispektraler MRT-Datensätze des menschlichen Gehirns durch
elastische Verzerrung deformierbarer Merkmalskarten. Deutscher
Röntgenkongreß, Wiesbaden, 12.-15.5.1999, Fortschr. Röntgenstr. 170, Suppl. 1, p. 37, Wiesbaden,
1999.
Dirk Heiss,
Carmen Rehnböck, Adrian Danek,
Axel Wismüller undKlaus
Hahn:Funktionelle MRT des Handmotorkortex:
Effekt von Kraft und Frequenz der Fingerbewegungen auf die kortikale
Aktivität. Deutscher Röntgenkongreß,
Wiesbaden, 12.-15.5.1999, Fortschr. Röntgenstr.
170, Suppl. 1, p. 84, Wiesbaden, 1999.
Axel Wismüller, Dominik R. Dersch,
Gerda L. Leinsinger, Klaus Hahn, and Dorothee Auer:
fMRI Time-Series
Analysis by Hierarchical Deterministic Annealing.In: A. W. Toga, R. S. J. Frackowiak, J. C. Mazziotta
(Eds.): 5th International Conference on
Human Brain Mapping 1999,
Düsseldorf. Neuroimage 9(6), p. 25, 1999
Gerda L. Leinsinger,
Dirk Heiss, Carmen Rehnb÷ck,
Axel Wismüller, Adrian Danek,
Gerhard Hamann, and Klaus Hahn: Effects of force
and frequency of finger movements on cortical activity in functional MR
imaging. In: A. W. Toga, R. S. J. Frackowiak,
J. C. Mazziotta (Eds.): 5th
International Conference on Human Brain Mapping 1999, Düsseldorf. Neuroimage 9(6), p. 481, 1999
Axel Wismüller, Dominik
R. Dersch, Gerda L. Leinsinger, Klaus Hahn, and Dorothee
Auer: Analysis of functional MRI time-series by neural networks -
hierarchical clustering by deterministic annealing. In: Proceedings of
the ISCB-GMDS´99, 13. û 17.9.1999, p. 500, Heidelberg, 1999
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Klaus
Hahn, and Helge Ritter: The deformable feature
map - fully-automatic multispectral MRI
segmentation of the human brain by self-organized elastic matching.In: Proceedings of the
ISCB-GMDS´99, 13. û 17.9.1999, p. 501, Heidelberg, 1999
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Gerda Leinsinger, Helge Ritter, Klaus Hahn, et al.: Adaptive
Self-organized Template Matching of the Gray-Level Feature Space for
Automatic Segmentation of Multispectral MRI Data of
the Human Brain. RSNA Scientific Meeting 1999, Chicago, Radiology 213(P), Suppl., p. 364, 1999
Axel Wismüller, Herbert Jaeger, Dominik R. Dersch, Klaus Hahn, Helge Ritter, and Günther Palm:
Self-Organization of Feature Detectors in Time-Series (SOFT) - A Neural
Network Approach to Multidimensional Signal Analysis. Proceedings of the
IEEE World Conference on Computational Intelligence 1998, Anchorage, Alaska, IEEE Press, 1998.
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Klaus
Hahn, and Helge Ritter: The Deformable Feature
Map û Adaptive Plasticity in Function Approximation. ICANN'98 -
Proceedings of the 8th International Conference on Artificial
Neural Networks, Skövde, Sweden. Perspectives in Neural Computing
(L. Niklasson, M. BodSn,
and T. Ziemke, Eds.), Vol
1, pp. 123-128, Springer-Verlag, London, New York.
Axel Wismüller, Dominik
R. Dersch, Bernadette Lipinski, Klaus Hahn, and Dorothee Auer: Hierarchical Unsupervised Clustering of
fMRI Time-Series by Deterministic Annealing.
Proceedings of the Seventh Scientific Meeting of the International Society of
Magnetic Resonance in Medicine 1998, p. 412, Sydney, Australia, 1998.
Axel Wismüller, Dominik
R. Dersch, Bernadette Lipinski, Klaus Hahn, and Dorothee Auer: A Neural Network Approach to Functional
MRI Pattern Analysis - Clustering of Time-Series by Hierarchical Vector
Quantization. ICANN'98 - Proceedings of the 8th International
Conference on Artificial Neural Networks, Skövde, Sweden. Perspectives in Neural Computing
(L. Niklasson, M. Bodèn,
and T. Ziemke, Eds.), Vol
2, pp. 857-862, Springer-Verlag, London, Berlin, New York.
Axel Wismüller, Dominik R. Dersch,
Bernadette Lipinski, Klaus Hahn, and Dorothee Auer:
Neural Network
Analysis of Functional MRI Time-Series.In: T. Lehmann, V. Metzler, K.
Spitzer, T. Tolxdorff (Eds.): Bildverarbeitung für
die Medizin 1998, Aachen, pp. 402-406, Informatik aktuell, Springer-Verlag,
Berlin, Heidelberg, New York, 1998.
Axel Wismüller, Dominik
R. Dersch, Bernadette Lipinski, Klaus Hahn, and Dorothee Auer: Hierarchical Clustering of fMRI Time-Series by Deterministic Annealing.In: A. W. Toga, R. S. J. Frackowiak, J. C. Mazziotta
(Eds.): 4th International Conference on Human Brain Mapping 1998,
Montreal, Canada. Neuroimage 7(4), p. 593, 1998.
Axel Wismüller, Dominik R. Dersch,
Bernadette Lipinski, Klaus Hahn, and Dorothee Auer:
A Neural Network Approach to Functional MRI Data Analysis - Clustering of fMRI Time-Series by Deterministic Annealing. In: D. Nauck, G. Krell, R. Kruse, B. Michaelis (Eds.):
Proceedings of the 3rd International Workshop on Neural Networks
in Applications NN´98, Magdeburg, 1998.
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Helge Ritter, Gerda Leinsinger, Dirk T. Heiss,
Thomas Pfluger, and Klaus Hahn: Self-Organized
Fully Automatic MRI Segmentation of the Human Brain by Elastic Matching of
Deformable Feature Maps. RSNA Scientific Meeting 1998, Chicago, Radiology 209, Suppl.,
p. 426, 1998.
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Gerda Leinsinger, Thomas Pfluger, Dirk T. Heiss, and
Klaus Hahn:Automatische Segmentierung
multispektraler MR-Datensätze durch neuronale
Netze. Deutscher Röntgenkongress, Wiesbaden,
20.-23.5.1998, Fortschr. Röntgenstr. 168, Suppl. 1,
p. 7, Wiesbaden, 1998.
Axel Wismüller, Frank Vietze,
Dominik R. Dersch, Gerda Leinsinger, Dirk T. Heiss, Thomas Pfluger, and
Klaus Hahn: Automatic Segmentation and Volumetry of Multispectral MRI Data Sets of the Human Brain by Self-Organizing
Neural Networks. RSNA
Scientific Meeting 1998, Chicago, Radiology 209, Suppl.,
p. 399, 1998.
Thomas Pfluger, Christian Vollmar, Klaus Tatsch, Gerda Leinsinger, Dirk T. Heiss, Axel
Wismüller und Klaus Hahn: 3-D-Image Fusion (MRT
und ECD-SPECT) des Gehirns: Ermittlung des Überlagerungsfehlers bei drei
verschiedenen Matching Algorithmen. Deutscher Röntgenkongreß, Wiesbaden, 20.-23.5.1998, Fortschr. Röntgenstr. 168, Suppl. 1, p. 8, Wiesbaden,
1998.
Invited Talks
Axel Wismüller: Neuronale
Netze in der medizinischen Bildanalyse: Funktionelle Kernspintomographie und
Bildsegmentierung. Gesellschaft für Mathematik und
Datenverarbeitung (GMD FIRST, Prof. Dr. K.-R. Müller), Berlin, 15.02.2001
Axel Wismüller: Medizinische
Bildverarbeitung mit Neuronalen Netzen. Institut für
Medizinische Statistik, Informatik und Dokumentation (Direktor Prof. Dr. H.
Witte), Klinikum der Friedrich-Schiller-Universität Jena, 17.11.1999
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