Martin Dyrba

According to our database, Martin Dyrba authored at least 13 papers between 2011 and 2024.

Collaborative distances:

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

2024

Computational Ontology and Visualization Framework for the Visual Comparison of Brain Atrophy Profiles.

Devesh Singh, Martin Dyrba

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

Gaussian Process-based prediction of memory performance and biomarker status in ageing and Alzheimer's disease - A systematic model evaluation.

Aditya Sai Ram Nemali, Niklas Vockert, David Berron, Anne Maaß, José Bernal, Renat Yakupov, O. Peters, D. Gref, Nicoleta Carmen Cosma, Lukas Preis, J. Priller, Eike J. Spruth, S. Altenstein, A. Lohse, K. Fliessbach, O. Kimmich, I. Vogt, Jens Wiltfang, N. Hansen, Claudia Bartels, B. H. Schott, Franziska Maier, D. Meiberth, Wenzel Glanz, Enise Incesoy, Michaela Butryn, Katharina Buerger, D. Janowitz, R. Pernecky, Boris-Stephan Rauchmann, L. Burow, Stefan Teipel, Ingo Kilimann, Doreen Görß, Martin Dyrba, C. Laske, Matthias H. Munk, C. Sanzenbacher, S. Müller, Annika Spottke, N. Roy, Michael T. Heneka, Frederic Brosseron, Sandra Roeske, L. Dobisch, Alfredo Ramirez, M. Ewers, P. Dechent, Klaus Scheffler, L. Kleineidam, S. Wolfsgruber, Michael Wagner, Frank Jessen, Emrah Düzel, G. Ziegler

Medical Image Anal., December, 2023

Comparison of CNN Architectures for Detecting Alzheimer's Disease using Relevance Maps.

Devesh Singh, Martin Dyrba

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

2021

Identifying the diffusion source of dementia spreading in structural brain networks.

Luke Van Popering, Amirhessam Tahmassebi, Uwe Meyer-Baese, Martin Dyrba, Jorge Munilla, Andrés Ortiz, Anke Meyer-Baese

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

Interactive Visualization of 3D CNN Relevance Maps to Aid Model Comprehensibility - Application to the Detection of Alzheimer's Disease in MRI Images.

Martin Dyrba, Moritz Hanzig

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

Editorial: Deep Learning in Aging Neuroscience.

Javier Ramírez, Juan Manuel Górriz, Andrés Ortiz, James H. Cole, Martin Dyrba

Frontiers Neuroinformatics, 2020

Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: Evaluation in Alzheimer's disease.

Martin Dyrba, Moritz Hanzig, Slawek Altenstein, Sebastian Bader, Tommaso Ballarini, Frederic Brosseron, Katharina Buerger, Daniel Cantré, Peter Dechent, Laura Dobisch, Emrah Düzel, Michael Ewers, Klaus Fliessbach, Wenzel Glanz, John D. Haynes, Michael T. Heneka, Daniel Janowitz, Deniz Baris Keles, Ingo Kilimann, Christoph Laske, Franziska Maier, Coraline D. Metzger, Matthias H. Munk, Robert Perneczky, Oliver Peters, Lukas Preis, Josef Priller, Boris Rauchmann, Nina Roy, Klaus Scheffler, Anja Schneider, Björn H. Schott, Annika Spottke, Eike J. Spruth, Marc-André Weber, Birgit Ertl-Wagner, Michael Wagner, Jens Wiltfang, Frank Jessen, Stefan J. Teipel

CoRR, 2020

Learning Shape Features and Abstractions in 3D Convolutional Neural Networks for Detecting Alzheimer's Disease.

Md Motiur Rahman Sagar, Martin Dyrba

CoRR, 2020

Comparison of Convolutional neural network training parameters for detecting Alzheimers disease and effect on visualization.

Arjun Haridas Pallath, Martin Dyrba

CoRR, 2020

Comparison of CNN Visualization Methods to Aid Model Interpretability for Detecting Alzheimer's Disease.

Martin Dyrba, Arjun H. Pallath, Eman N. Marzban

Proceedings of the Bildverarbeitung für die Medizin 2020 - Algorithmen - Systeme, 2020

2017

The European DTI Study on Dementia - A multicenter DTI and MRI study on Alzheimer's disease and Mild Cognitive Impairment.

Katharina Brueggen, Michel J. Grothe, Martin Dyrba, Andreas Fellgiebel, Florian U. Fischer, Massimo Filippi, Federica Agosta, Peter J. Nestor, Eva M. Meisenzahl, Janusch Blautzik, Lutz Frölich, Lucrezia Hausner, Arun L. W. Bokde, Giovanni B. Frisoni, Michela Pievani, Stefan Klöppel, David Prvulovic, Frederik Barkhof, Petra J. W. Pouwels, Johannes Schröder, Harald Hampel

NeuroImage, 2017

2012

Combining DTI and MRI for the Automated Detection of Alzheimer's Disease Using a Large European Multicenter Dataset.

Martin Dyrba, Michael Ewers, Martin Wegrzyn, Ingo Kilimann, Claudia Plant, Annahita Oswald, Thomas Meindl, Michela Pievani, Arun L. W. Bokde, Andreas Fellgiebel, Massimo Filippi, Harald Hampel, Stefan Klöppel, Karlheinz Hauenstein, Thomas Kirste, Stefan J. Teipel

Proceedings of the Multimodal Brain Image Analysis - Second International Workshop, 2012

2011

Goalaviour-Based Control of Heterogeneous and Distributed Smart Environments.

Sebastian Bader, Martin Dyrba

Proceedings of the 7th International Conference on Intelligent Environments, 2011