Ludwig Kappos

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 10

Top Topics

Diffusion Weighted Imaging

Machine Learning

Multiple Sclerosis

Top Venues

Comput. Methods Programs Biomed.

Publications

Po-Jui Lu, Benjamin Odry, Muhamed Barakovic, Matthias Weigel, Robin Sandkühler, Reza Rahmanzadeh, Xinjie Chen, Mario Ocampo-Pineda, Jens Kuhle, Ludwig Kappos, Philippe C. Cattin, Cristina Granziera
GAMER-MRIL identifies Disability-Related Brain Changes in Multiple Sclerosis. CoRR (2023)
Edward De Brouwer, Thijs Becker, Yves Moreau, Eva Kubala Havrdova, Maria Trojano, Sara Eichau, Serkan Ozakbas, Marco Onofrj, Pierre Grammond, Jens Kuhle, Ludwig Kappos, Patrizia Sola, Elisabetta Cartechini, Jeannette Lechner-Scott, Raed Alroughani, Oliver Gerlach, Tomas Kalincik, Franco Granella, Francois Grand'Maison, Roberto Bergamaschi, Maria Jose Sa, Bart Van Wijmeersch, Aysun Soysal, Jose Luis Sanchez-Menoyo, Claudio Solaro, Cavit Boz, Gerardo Iuliano, Katherine Buzzard, Eduardo Aguera-Morales, Murat Terzi, Tamara Castillo Trivio, Daniele Spitaleri, Vincent Van Pesch, Vahid Shaygannejad, Fraser Moore, Celia Oreja Guevara, Davide Maimone, Riadh Gouider, Tunde Csepany, Cristina Ramo-Tello, Liesbet M. Peeters
Corrigendum to Longitudinal machine learning modeling of MS patient trajectories improves predictions of disability progression: [Computer Methods and Programs in Biomedicine, Volume 208, (September 2021) 106180]. Comput. Methods Programs Biomed. 213 (2022)
Simona Schiavi, Po-Jui Lu, Matthias Weigel, Antoine Lutti, Derek K. Jones, Ludwig Kappos, Cristina Granziera, Alessandro Daducci
Bundle myelin fraction (BMF) mapping of different white matter connections using microstructure informed tractography. NeuroImage 249 (2022)
Sara Bosticardo, Simona Schiavi, Sabine Schaedelin, Po-Jui Lu, Muhamed Barakovic, Matthias Weigel, Ludwig Kappos, Jens Kuhle, Alessandro Daducci, Cristina Granziera
Microstructure-Weighted Connectomics in Multiple Sclerosis. Brain Connect. 12 (1) (2022)
Edward De Brouwer, Thijs Becker, Yves Moreau, Eva Kubala Havrdova, Maria Trojano, Sara Eichau, Serkan Ozakbas, Marco Onofrj, Pierre Grammond, Jens Kuhle, Ludwig Kappos, Patrizia Sola, Elisabetta Cartechini, Jeannette Lechner-Scott, Raed Alroughani, Oliver Gerlach, Tomas Kalincik, Franco Granella, Francois Grand'Maison, Roberto Bergamaschi, Maria Jose Sa, Bart Van Wijmeersch, Aysun Soysal, Jose Luis Sanchez-Menoyo, Claudio Solaro, Cavit Boz, Gerardo Iuliano, Katherine Buzzard, Eduardo Aguera-Morales, Murat Terzi, Tamara Castillo Trivio, Daniele Spitaleri, Vincent Van Pesch, Vahid Shaygannejad, Fraser Moore, Celia Oreja Guevara, Davide Maimone, Riadh Gouider, Tunde Csepany, Cristina Ramo-Tello, Liesbet M. Peeters
Longitudinal machine learning modeling of MS patient trajectories improves predictions of disability progression. Comput. Methods Programs Biomed. 208 (2021)
Edward De Brouwer, Thijs Becker, Yves Moreau, Eva Kubala Havrdova, Maria Trojano, Sara Eichau, Serkan Ozakbas, Marco Onofrj, Pierre Grammond, Jens Kuhle, Ludwig Kappos, Patrizia Sola, Elisabetta Cartechini, Jeannette Lechner-Scott, Raed Alroughani, Oliver Gerlach, Tomas Kalincik, Franco Granella, Francois Grand'Maison, Roberto Bergamaschi, Maria Jose Sa, Bart Van Wijmeersch, Aysun Soysal, Jose Luis Sanchez-Menoyo, Claudio Solaro, Cavit Boz, Gerardo Iuliano, Katherine Buzzard, Eduardo Aguera-Morales, Murat Terzi, Tamara Castillo Trivio, Daniele Spitaleri, Vincent Van Pesch, Vahid Shaygannej, Fraser Moore, Celia Oreja Guevara, Davide Maimone, Riadh Gouider, Tunde Csepany, Cristina Ramo-Tello, Liesbet M. Peeters
Longitudinal modeling of MS patient trajectories improves predictions of disability progression. CoRR (2020)
Anna Altermatt, Laura Gaetano, Stefano Magon, Lorena Bauer, Regina Feurer, Hans Gnahn, Julia Hartmann, Christian L. Seifert, Holger Poppert, Jens Wuerfel, Ernst-Wilhelm Radue, Ludwig Kappos, Till Sprenger
Clinical associations of T2-weighted lesion load and lesion location in small vessel disease: Insights from a large prospective cohort study. NeuroImage 189 (2019)
Alexandra de Sitter, Martijn D. Steenwijk, Aurélie Ruet, Adriaan Versteeg, Yaou Liu, Ronald A. van Schijndel, Petra J. W. Pouwels, Iris D. Kilsdonk, Keith S. Cover, Bob W. van Dijk, Stefan Ropele, Maria Assunta Rocca, Marios C. Yiannakas, Mike P. Wattjes, Soheil Damangir, Giovanni B. Frisoni, Jaume Sastre-Garriga, Alex Rovira, Christian Enzinger, Massimo Filippi, Jette L. Frederiksen, Olga Ciccarelli, Ludwig Kappos, Frederik Barkhof, Hugo Vrenken
Performance of five research-domain automated WM lesion segmentation methods in a multi-center MS study. NeuroImage 163 (2017)
Anisha Keshavan, Friedemann Paul, Mona K. Beyer, Alyssa H. Zhu, Nico Papinutto, Russell T. Shinohara, William Stern, Michael Amann, Rohit Bakshi, Antje Bischof, Alessandro Carriero, Manuel Comabella, Jason C. Crane, Sandra D'Alfonso, Philippe Demaerel, Benedicte Dubois, Massimo Filippi, Vinzenz Fleischer, Bertrand Fontaine, Laura Gaetano, An Goris, Christiane Graetz, Adriane Gröger, Sergiu Groppa, David A. Hafler, Hanne F. Harbo, Bernhard Hemmer, Kesshi Jordan, Ludwig Kappos, Gina Kirkish, Sara Llufriu, Stefano Magon, Filippo Martinelli-Boneschi, Jacob L. McCauley, Xavier Montalban, Mark Mühlau, Daniel Pelletier, Pradip M. Pattany, Margaret A. Pericak-Vance, Isabelle Cournu-Rebeix, Maria Assunta Rocca, Alex Rovira, Regina Schlaeger, Albert Saiz, Till Sprenger, Alessandro Stecco, Bernard M. J. Uitdehaag, Pablo Villoslada, Mike P. Wattjes, Howard L. Weiner, Jens Wuerfel, Claus Zimmer, Frauke Zipp, Stephen L. Hauser, Jorge R. Oksenberg, Roland G. Henry
Power estimation for non-standardized multisite studies. NeuroImage 134 (2016)
Michael Amann, Till Sprenger, Yvonne Naegelin, Julia Reinhardt, Pascal Kuster, Jochen G. Hirsch, Ludwig Kappos, Ernst-Wilhelm Radue, Christoph Stippich, Oliver Bieri
Comparison between balanced steady-state free precession and standard spoiled gradient echo magnetization transfer ratio imaging in multiple sclerosis: methodical and clinical considerations. NeuroImage 108 (2015)
Peter Kontschieder, Jonas F. Dorn, Cecily Morrison, Robert Corish, Darko Zikic, Abigail Sellen, Marcus D'Souza, Christian P. Kamm, Jessica Burggraaff, Prejaas Tewarie, Thomas Vogel, Michela Azzarito, Ben Glocker, Peter Chin, Frank Dahlke, Chris Polman, Ludwig Kappos, Bernard M. J. Uitdehaag, Antonio Criminisi
Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos. MICCAI (2) (2014)
Kerstin Bendfeldt, Stefan Klöppel, Thomas E. Nichols, Renata Smieskova, Pascal Kuster, Stefan Traud, Nicole Mueller-Lenke, Yvonne Naegelin, Ludwig Kappos, Ernst-Wilhelm Radue, Stefan J. Borgwardt
Multivariate pattern classification of gray matter pathology in multiple sclerosis. NeuroImage 60 (1) (2012)
Laura Mancini, Olga Ciccarelli, F. Manfredonia, John S. Thornton, Federica Agosta, Frederik Barkhof, Christian F. Beckmann, Nicola De Stefano, Christian Enzinger, Franz Fazekas, Massimo Filippi, Achim Gass, Jochen G. Hirsch, Heidi Johansen-Berg, Ludwig Kappos, T. Korteweg, S. C. Manson, S. Marino, Paul M. Matthews, Xavier Montalban, Jackie Palace, Chris Polman, Maria Assunta Rocca, Stefan Ropele, Alex Rovira, C. Wegner, Karl J. Friston, Alan J. Thompson, Tarek A. Yousry
Short-term adaptation to a simple motor task: A physiological process preserved in multiple sclerosis. NeuroImage 45 (2) (2009)
Kerstin Bendfeldt, Pascal Kuster, Stefan Traud, Hanspeter Egger, Sebastian Winklhofer, Nicole Mueller-Lenke, Yvonne Naegelin, Achim Gass, Ludwig Kappos, Paul M. Matthews, Thomas E. Nichols, Ernst-Wilhelm Radue, Stefan J. Borgwardt
Association of regional gray matter volume loss and progression of white matter lesions in multiple sclerosis - A longitudinal voxel-based morphometry study. NeuroImage 45 (1) (2009)
Rose Bosnell, C. Wegner, Zsigmond Tamás Kincses, T. Korteweg, Federica Agosta, Olga Ciccarelli, Nicola De Stefano, Achim Gass, Jochen G. Hirsch, Heidi Johansen-Berg, Ludwig Kappos, Frederik Barkhof, Laura Mancini, F. Manfredonia, S. Marino, David H. Miller, Xavier Montalban, Jackie Palace, Maria Assunta Rocca, Christian Enzinger, Stefan Ropele, Alex Rovira, Stephen M. Smith, Alan J. Thompson, John S. Thornton, Tarek A. Yousry, Brandon J. Whitcher, Massimo Filippi, Paul M. Matthews
Reproducibility of fMRI in the clinical setting: Implications for trial designs. NeuroImage 42 (2) (2008)
Daniel Welti, Guido Gerig, Ernst-Wilhelm Radü, Ludwig Kappos, Gábor Székely
Spatio-temporal Segmentation of Active Multiple Sclerosis Lesions in Serial MRI Data. IPMI (2001)