Christoph Räth

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 11

Top Venues

CoRR

IJCNN

J. Imaging

Ludwig Maximilians University Munich (PHD)

Education History

Ludwig Maximilians University Munich

PHD

Publications

Alexander Haluszczynski, Daniel Köglmayr, Christoph Räth
Controlling dynamical systems to complex target states using machine learning: next-generation vs. classical reservoir computing. IJCNN (2023)
Markus Gross, Arne P. Raulf, Christoph Räth
Weight fluctuations in (deep) linear neural networks and a derivation of the inverse-variance flatness relation. CoRR (2023)
Alexander Haluszczynski, Daniel Köglmayr, Christoph Räth
Controlling dynamical systems to complex target states using machine learning: next-generation vs. classical reservoir computing. CoRR (2023)
Daniel Köglmayr, Christoph Räth
Extrapolating tipping points and simulating non-stationary dynamics of complex systems using efficient machine learning. CoRR (2023)
Daniel Köglmayr, Christoph Räth
A fast reservoir computing based image encryption algorithm. IJCNN (2023)
Joschka Herteux, Christoph Räth, Amine Baha, Giulia Martini, Duccio Piovani
Forecasting Trends in Food Security: a Reservoir Computing Approach. CoRR (2023)
Andrew Flynn, Oliver Heilmann, Daniel Köglmayr, Vassilios A. Tsachouridis, Christoph Räth, Andreas Amann
Exploring the limits of multifunctionality across different reservoir computers. IJCNN (2022)
Andrew Flynn, Oliver Heilmann, Daniel Köglmayr, Vassilios A. Tsachouridis, Christoph Räth, Andreas Amann
Exploring the limits of multifunctionality across different reservoir computers. CoRR (2022)
Alexander Haluszczynski, Christoph Räth
Controlling nonlinear dynamical systems into arbitrary states using machine learning. CoRR (2021)
Joschka Herteux, Christoph Räth
Reservoir Computing and its Sensitivity to Symmetry in the Activation Function. CoRR (2020)
Mierk Schwabe, Milenko Rubin-Zuzic, Christoph Räth, Mikhail Pustylnik
Image Registration with Particles, Examplified with the Complex Plasma Laboratory PK-4 on Board the International Space Station. J. Imaging 5 (3) (2019)
Mona Frommert, Irina Sidorenko, Jan S. Bauer, Dirk Müller, Ernst J. Rummeny, Felix Eckstein, Roberto A. Monetti, Christoph Räth
Amplitude remapping as a step towards standardizing the analysis of MR-images. Medical Imaging: Image Processing (2011)
Christoph Räth, M. Gliozzi, I. E. Papadakis, W. Brinkmann
Revisiting algorithms for generating surrogate time series. CoRR (2011)
Christoph Räth, Dirk Müller, Irina Sidorenko, Roberto A. Monetti, Jan S. Bauer
Assessing texture measures with respect to their sensitivity to scale-dependent higher order correlations in medical images using surrogates. Medical Imaging: Image Processing (2010)
Christoph Räth, Jan S. Bauer, Dirk Müller, Irina Sidorenko, Thomas M. Link, Roberto A. Monetti
Comparing the sensitivity of wavelets, Minkowski functionals, and scaling indices to higher order correlations in MR images of the trabecular bone using surrogates. Medical Imaging: Image Processing (2009)
Irina N. Sidorenko, Jan S. Bauer, Roberto A. Monetti, Dirk Müller, Ernst J. Rummeny, Felix Eckstein, Christoph Räth
Comparison and combination of scaling index method and Minkowski functionals in the analysis of high resolution magnetic resonance images of the distal radius in vitro. Medical Imaging: Image Processing (2008)
Roberto A. Monetti, Jan S. Bauer, Dirk Müller, Ernst J. Rummeny, Thomas M. Link, Sharmila Majumdar, Maiko Matsuura, Felix Eckstein, Irina Sidorenko, Christoph Räth
Studying the effect of noise on the performance of 2D and 3D texture measures for quantifying the trabecular bone structure as obtained with high resolution MR imaging at 3 tesla. Medical Imaging: Image Processing (2008)
Roberto A. Monetti, Jan S. Bauer, Dirk Müller, Ernst J. Rummeny, Maiko Matsuura, Felix Eckstein, Thomas M. Link, Christoph Räth
Application of the scaling index method to µCT images of human trabecular bone for the characterization of biomechanical strength. Medical Imaging: Image Processing (2007)
Roberto A. Monetti, Holger F. Böhm, Dirk Müller, Ernst J. Rummeny, Thomas M. Link, Christoph Räth
Structural analysis of human proximal femur for the prediction of biomechanical strength in vitro: the locally adapted scaling vector method. Medical Imaging: Image Processing (2005)
Holger F. Böhm, Christoph Räth, Roberto A. Monetti, David Newitt, Sharmila Majumdar, Ernst J. Rummeny, Gregor Morfill, Thomas M. Link
Nicht-lineare Texturmaße basierend auf den Minkowski-Funktionalen in 3D: Vorhersage der Bruchlast trabekulärer Knochenpräparate durch Strukturanalyse hochauflösender MR-Aufnahmen. Bildverarbeitung für die Medizin (2004)
Christoph Räth, Roberto A. Monetti, Dirk Müller, Holger F. Böhm, Ernst J. Rummeny, Thomas M. Link
Analyzing and selecting texture measures for quantifying trabecular bone structures using surrogates. Medical Imaging: Image Processing (2003)
Roberto A. Monetti, Holger F. Böhm, Dirk Müller, David Newitt, Sharmila Majumdar, Ernst J. Rummeny, Thomas M. Link, Christoph Räth
Scaling index method: a novel nonlinear technique for the analysis of high-resolution MRI of human bones. Medical Imaging: Image Processing (2003)
Holger F. Böhm, Christoph Räth, Roberto A. Monetti, Dirk Müller, David Newitt, Sharmila Majumdar, Ernst J. Rummeny, Thomas M. Link
Application of the standard Hough-transform to high resolution MRI of human trabecular bone to predict mechanical strength. Medical Imaging: Image Processing (2003)
Christoph Räth, Wolfram Bunk, Britta Friederike Schulte, Natalie Sorger, Carl Ganter, Hermann Helmberger, Alexander Horsch, Paul Gerhardt, Gregor Morfill
Segmentierung und Volumetrie von Tumorentitäten mit CT-Datensätzen. Bildverarbeitung für die Medizin (2000)

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Publication Activity (10 Years)

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Christoph Räth