Articles (7): |
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Hofmann M  , Bezrukov I , Mantlik F , Aschoff P , Steinke F , Beyer T , Pichler BJ and Schölkopf B (September-2011) MRI-Based Attenuation Correction for Whole-Body PET/MRI: Quantitative Evaluation of Segmentation- and Atlas-Based Methods
Journal of Nuclear Medicine 52(9) 1392-1399.
 
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Steinke F , Hein M and Schölkopf B (September-2010) Nonparametric Regression between General Riemannian Manifolds
SIAM Journal on Imaging Sciences 3(3) 527-563.
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Steinke F and Schölkopf B (November-2008) Kernels, Regularization and Differential Equations
Pattern Recognition 41(11) 3271-3286.
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Hofmann M , Steinke F , Scheel V , Charpiat G , Farquhar J , Aschoff P , Brady M , Schölkopf B and Pichler BJ (October-2008) MRI-Based Attenuation Correction for PET/MRI: A Novel Approach Combining Pattern Recognition and Atlas Registration
Journal of Nuclear Medicine 49(11) 1875-1883.
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Steinke F , Hein M , Peters J and Schölkopf B (April-2008) Manifold-valued Thin-plate Splines
with Applications in Computer Graphics
Computer Graphics Forum 27(2) 437-448.
 
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Steinke F , Seeger M and Tsuda K (November-2007) Experimental design for efficient identification of gene regulatory networks using sparse Bayesian models
BMC Systems Biology 1(51) 1-15.
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Steinke F , Schölkopf B and Blanz V (September-2005) Support Vector Machines for 3D Shape Processing
Computer Graphics Forum 24(3, EUROGRAPHICS 2005) 285-294.
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Conference papers (7): |
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Lee D , Hofmann M , Steinke F , Altun Y , Cahill ND and Schölkopf B (June-2009) Learning the Similarity Measure for Multi-Modal 3D Image Registration
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), IEEE Service Center, Piscataway, NJ, USA, 186-193.
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Steinke F and Hein M (June-2009) Non-parametric Regression between Riemannian Manifolds
In: Advances in neural information processing systems 21, Twenty-Second Annual Conference on Neural Information Processing Systems (NIPS 2008), Curran, Red Hook, NY, USA, 1561-1568.
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Steinke F , Schölkopf B and Blanz V (September-2007) Learning Dense 3D Correspondence
In: Advances in Neural Information Processing Systems 19, Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), MIT Press, Cambridge, MA, USA, 1313-1320.
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Seeger M , Steinke F and Tsuda K (March-2007) Bayesian Inference and Optimal Design in the Sparse Linear Model
In: AISTATS 2007, 11th International Conference on Artificial Intelligence and Statistics, Microtome, Brookline, MA, USA, 444-451.
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Steinke F and Schölkopf B (March-2006) Machine Learning Methods For Estimating Operator Equations
In: Proceedings of the 14th IFAC Symposium on System Identification (SYSID 2006), 14th IFAC Symposium on System Identification (SYSID 2006), Elsevier, Oxford, United Kingdom, 1-6.
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Cooke T , Steinke F , Wallraven C and Bülthoff HH (August-2005) A similarity-based approach to perceptual feature validation
2nd Symposium on Applied Perception in Graphics and Visualization (APGV 2005), ACM Press, New York, NY, USA, 59-66.
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Schölkopf B , Steinke F and Blanz V (2005) Object correspondence as a machine learning problem
ICML 2005, 777.
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Technical reports (1): |
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Hein M , Steinke F and Schölkopf B : Energy Functionals for
Manifold-valued Mappings and
Their Properties, 167, Max Planck Institute for Biological Cybernetics, Tübingen, (January-2008).
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Posters (2): |
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Hofmann M , Steinke F , Bezrukov I , Kolb A , Aschoff P , Lichy M , Erb M , Nägele T , Brady M , Schölkopf B and Pichler BJ (April-2009): MR-Based Attenuation Correction for PET/MR, 17th Annual Meeting of the International Society for Magnetic Resonance in Medicine (ISMRM 2009), Honolulu, HI, USA.
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Hofmann M , Steinke F , Scheel V , Charpiat G , Brady M , Schölkopf B and Pichler BJ (November-2007): MR-Based PET Attenuation Correction: Method and Validation, 2007 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS-MIC 2007), 2007(M16-6) 1-2.
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Theses (1): |
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Steinke F : Implicit Surfaces For Modelling
Human Heads, Eberhard-Karls-Universität, Tübingen, (September-29-2005).
Diplom thesis
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Talks (4): |
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Hofmann M , Steinke F , Aschoff P , Lichy M , Brady M , Schölkopf B and Pichler BJ (October-2008): MR-Based PET Attenuation Correction: Initial Results for Whole Body, Medical Imaging Conference, Dresden, Germany.
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Steinke F , Hein M and Schölkopf B (June-2008): Thin-Plate Splines Between Riemannian Manifolds, Workshop on Geometry and Statistics of Shapes 2008, Bonn, Germany.
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Hofmann M , Steinke F , Scheel V , Brady M , Schölkopf B and Pichler BJ (September-2007): MR-Based PET Attenuation Correction: Method and Validation, Joint Molecular Imaging Conference 2007, Providence, RI, USA.
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Hofmann M , Steinke F , Judenhofer MS , Claussen CD , Schölkopf B and Pichler BJ (November-2006): A Machine Learning Approach for Determining the PET Attenuation Map from Magnetic Resonance Images, IEEE Medical Imaging Conference 2006, San Diego, CA, USA.
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Patent (1): |
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Hofmann M , Schölkopf B , Steinke F and Pichler BJ : MR/PET Attenuation Correction, (July-2006).
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