Friedemann Paul

According to our database, Friedemann Paul authored at least 15 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Multiscale networks in multiple sclerosis.

Keith E. Kennedy, Nicole Kerlero de Rosbo, Antonio Uccelli, Maria Cellerino, Federico Ivaldi, Paola Contini, Raffaele De Palma, Hanne F. Harbo, Tone Berge, Steffan D. Bos, Einar A. Høgestøl, Synne Brune-Ingebretsen, Sigrid A. de Rodez Benavent, Friedemann Paul, Alexander U. Brandt, Priscilla Bäcker-Koduah, Janina Behrens, Joseph Kuchling, Susanna Asseyer, Michael Scheel, Claudia Chien, Hanna Zimmermann, Seyedamirhosein Motamedi, Josef Kauer-Bonin, Julio Saez-Rodriguez, Melanie Rinas, Leonidas G. Alexopoulos, Magi Andorra, Sara Llufriu, Albert Saiz, Yolanda Blanco, Eloy Martinez-Heras, Elisabeth Solana, Irene Pulido-Valdeolivas, Elena H. Martinez-Lapiscina, Jordi García-Ojalvo, Pablo Villoslada

PLoS Comput. Biol., February, 2024

2022

Intraretinal Layer Segmentation Using Cascaded Compressed U-Nets.

Sunil Kumar Yadav, Rahele Kafieh, Hanna Gwendolyn Zimmermann, Josef Kauer-Bonin, Kouros Nouri-Mahdavi, Vahid Mohammadzadeh, Lynn Shi, Ella Maria Kadas, Friedemann Paul, Seyedamirhosein Motamedi, Alexander Ulrich Brandt

J. Imaging, 2022

Modular deep neural networks for automatic quality control of retinal optical coherence tomography scans.

Josef Kauer-Bonin, Sunil Kumar Yadav, Ingeborg E. Beckers, Kay Gawlik, Seyedamirhosein Motamedi, Hanna Gwendolyn Zimmermann, Ella Maria Kadas, Frank Haußer, Friedemann Paul, Alexander Ulrich Brandt

Comput. Biol. Medicine, 2022

2020

Instrumental Assessment of Stepping in Place Captures Clinically Relevant Motor Symptoms of Parkinson's Disease.

Karen Otte, Tobias Ellermeyer, Tim-Sebastian Vater, Marlen Voigt, Daniel Kroneberg, Ludwig Rasche, Theresa Krüger, Hanna Röhling, Bastian Kayser, Sebastian Mansow-Model, Fabian Klostermann, Alexander Ulrich Brandt, Friedemann Paul, Axel Lipp, Tanja Schmitz-Hübsch

Sensors, 2020

DeepWAS: Multivariate genotype-phenotype associations by directly integrating regulatory information using deep learning.

Janine Arloth, Gökcen Eraslan, Till F. M. Andlauer, Jade Martins, Stella Iurato, Brigitte Kühnel, Melanie Waldenberger, Josef Frank, Ralf Gold, Bernhard Hemmer, Felix Luessi, Sandra Nischwitz, Friedemann Paul, Heinz Wiendl, Christian Gieger, Stefanie Heilmann-Heimbach, Tim Kacprowski, Matthias Laudes, Thomas Meitinger, Annette Peters, Rajesh Rawal, Konstantin Strauch, Susanne Lucae, Bertram Müller-Myhsok, Marcella Rietschel, Fabian J. Theis, Elisabeth B. Binder, Nikola S. Müller

PLoS Comput. Biol., 2020

Conduction delays in the visual pathways of progressive multiple sclerosis patients covary with brain structure.

Shai Berman, Yael Backner, Ronnie Krupnik, Friedemann Paul, Panayiota Petrou, Dimitrios Karussis, Netta Levin, Aviv A. Mezer

NeuroImage, 2020

Harnessing spatial homogeneity of neuroimaging data: patch individual filter layers for CNNs.

Fabian Eitel, Jan Philipp Albrecht, Martin Weygandt, Friedemann Paul, Kerstin Ritter

CoRR, 2020

SynergyNet: A Fusion Framework for Multiple Sclerosis Brain MRI Segmentation with Local Refinement.

Yeeleng Scott Vang, Yingxin Cao, Peter D. Chang, Daniel S. Chow, Alexander Ulrich Brandt, Friedemann Paul, Michael Scheel, Xiaohui Xie

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Harnessing spatial MRI normalization: patch individual filter layers for CNNs.

Fabian Eitel, Jan Philipp Albrecht, Friedemann Paul, Kerstin Ritter

CoRR, 2019

Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation.

Fabian Eitel, Emily Soehler, Judith Bellmann-Strobl, Alexander Ulrich Brandt, Klemens Ruprecht, René M. Giess, Joseph Kuchling, Susanna Asseyer, Martin Weygandt, John-Dylan Haynes, Michael Scheel, Friedemann Paul, Kerstin Ritter

CoRR, 2019

2017

Dynamics and heterogeneity of brain damage in multiple sclerosis.

Ekaterina Kotelnikova, Narsis Aftab Kiani, Elena Abad, Elena H. Martinez-Lapiscina, Magí Andorrà, Irati Zubizarreta, Irene Pulido-Valdeolivas, Inna Pertsovskaya, Leonidas G. Alexopoulos, Tomas Olsson, Roland Martin, Friedemann Paul, Jesper Tegnér, Jordi García-Ojalvo, Pablo Villoslada

PLoS Comput. Biol., 2017

2016

Power estimation for non-standardized multisite studies.

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

NeuroImage, 2016

2012

Multi-scale classification of disease using structural MRI and wavelet transform.

Kerstin Hackmack, Friedemann Paul, Martin Weygandt, Carsten Allefeld, John-Dylan Haynes

NeuroImage, 2012

3D Optic Nerve Head Segmentation in Idiopathic Intracranial Hypertension.

Ella Maria Kadas, Falko Kaufhold, Christian Schulz, Friedemann Paul, Konrad Polthier, Alexander Ulrich Brandt

Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2010

MR-elastography reveals degradation of tissue integrity in multiple sclerosis.

Jens Wuerfel, Friedemann Paul, Bernd Beierbach, Uwe Hamhaber, Dieter Klatt, Sebastian Papazoglou, Frauke Zipp, Peter Martus, Jürgen Braun, Ingolf Sack

NeuroImage, 2010