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ORCIDMatthias Dümpelmann
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2020 – today
- 2022
[j8]Sebastian Böttcher
, Elisa Bruno, Nino Epitashvili, Matthias Dümpelmann, Nicolas Zabler, Martin Glasstetter, Valentina Ticcinelli, Sarah Thorpe, Simon Lees, Kristof Van Laerhoven, Mark P. Richardson, Andreas Schulze-Bonhage:
Intra- and Inter-Subject Perspectives on the Detection of Focal Onset Motor Seizures in Epilepsy Patients. Sensors 22(9): 3318 (2022)- 2021
- [j7]Fábio Lopes, Adriana Leal, Julio Medeiros, Mauro Pinto, António Dourado, Matthias Dümpelmann, César Teixeira:
Automatic Electroencephalogram Artifact Removal Using Deep Convolutional Neural Networks. IEEE Access 9: 149955-149970 (2021) - [j6]Martin Glasstetter, Sebastian Böttcher, Nicolas Zabler, Nino Epitashvili, Matthias Dümpelmann, Mark P. Richardson, Andreas Schulze-Bonhage:
Identification of Ictal Tachycardia in Focal Motor- and Non-Motor Seizures by Means of a Wearable PPG Sensor. Sensors 21(18): 6017 (2021) - [c11]Farrokh Manzouri, Lakshay Khurana, Kristina Kravalis, Thomas Stieglitz, Andreas Schulze-Bonhage, Matthias Dümpelmann:
An Optimized EEG-Based Seizure Detection Algorithm for Implantable Devices. NER 2021: 995-998 - 2020
- [j5]Yulia Novitskaya, Matthias Dümpelmann, Andreas Vlachos, Peter C. Reinacher, Andreas Schulze-Bonhage:
In vivo-assessment of the human temporal network: Evidence for asymmetrical effective connectivity. NeuroImage 214: 116769 (2020)
2010 – 2019
- 2019
- [c10]Daniel Lachner Piza, Julia Jacobs, Andreas Schulze-Bonhage, Thomas Stieglitz, Matthias Dümpelmann:
Estimation of the epileptogenic-zone with HFO sub-groups exhibiting various levels of epileptogenicity. EMBC 2019: 2543-2546 - [c9]Sebastian Böttcher, Nikolay V. Manyakov, Nino Epitashvili, Amos Folarin, Mark P. Richardson, Matthias Dümpelmann, Andreas Schulze-Bonhage, Kristof Van Laerhoven:
Using multimodal biosignal data from wearables to detect focal motor seizures in individual epilepsy patients. iWOAR 2019: 3:1-3:6 - 2018
- [c8]Simon Heller, Maria Hügle, Iman Nematollahi, Farrokh Manzouri, Matthias Dümpelmann, Andreas Schulze-Bonhage, Joschka Boedecker, Peter Woias:
Hardware Implementation of a Performance and Energy-optimized Convolutional Neural Network for Seizure Detection. EMBC 2018: 2268-2271 - [c7]Maria Hügle, Simon Heller, Manuel Watter, Manuel Blum, Farrokh Manzouri, Matthias Dümpelmann, Andreas Schulze-Bonhage, Peter Woias, Joschka Boedecker:
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller. IJCNN 2018: 1-7 - [i1]Maria Hügle, Simon Heller, Manuel Watter, Manuel Blum, Farrokh Manzouri, Matthias Dümpelmann, Andreas Schulze-Bonhage, Peter Woias, Joschka Boedecker:
Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller. CoRR abs/1806.04549 (2018) - 2017
- [j4]Jonas C. Bruder, Matthias Dümpelmann, Daniel Lachner Piza, Malenka Mader, Andreas Schulze-Bonhage, Julia Jacobs:
Physiological Ripples Associated with Sleep Spindles Differ in Waveform Morphology from Epileptic Ripples. Int. J. Neural Syst. 27(7): 1750011:1-1750011:15 (2017) - [c6]Daniel Lachner Piza, Andreas Schulze-Bonhage, Thomas Stieglitz, Julia Jacobs, Matthias Dümpelmann:
Depuration, augmentation and balancing of training data for supervised learning based detectors of EEG patterns. NER 2017: 497-500 - [c5]Farrokh Manzouri, Andreas Schulze-Bonhage, Matthias Dümpelmann, Simon Heller, Peter Woias:
Optimized detector for closed-loop devices for neurostimulation. SMC 2017: 2158-2163 - 2016
- [j3]Lukas Dominique Josef Fiederer, Johannes Vorwerk, Felix Lucka, Moritz Dannhauer, Shan Yang, Matthias Dümpelmann, Andreas Schulze-Bonhage, Ad Aertsen, Oliver Speck, Carsten H. Wolters, Tonio Ball:
The role of blood vessels in high-resolution volume conductor head modeling of EEG. NeuroImage 128: 193-208 (2016) - [c4]Daniel Lachner Piza, Jonas C. Bruder, Julia Jacobs, Andreas Schulze-Bonhage, Thomas Stieglitz, Matthias Dümpelmann:
Differentiation of spindle associated hippocampal HFOs based on a correlation analysis. EMBC 2016: 5501-5504 - 2015
- [j2]Cristian Donos, Matthias Dümpelmann, Andreas Schulze-Bonhage:
Early Seizure Detection Algorithm Based on Intracranial EEG and Random Forest Classification. Int. J. Neural Syst. 25(5): 1550023:1-1550023:11 (2015) - [c3]Matthias Dümpelmann, Mariel Cadena da Matta, Marcela Maria Pereira de Lemos Pinto, Thiago de Salazar e Fernandes, Edvane Borges da Silva, Ademir Amaral:
Image processing in biodosimetry: A proposal of a generic free software platform. EMBC 2015: 3005-3008 - [c2]Matthias Dümpelmann, Delphine Cosandier-Rimélé, Georgia Ramantani, Andreas Schulze-Bonhage:
A novel approach for multiscale source analysis and modeling of epileptic spikes. EMBC 2015: 6634-6637
2000 – 2009
- 2006
- [j1]Daniel Güllmar, Jens Haueisen, Michael Eiselt, Frank Giessler, Lars Flemming, Alfred Anwander, Thomas R. Knösche, Carsten H. Wolters, Matthias Dümpelmann, David S. Tuch, Jürgen R. Reichenbach:
Influence of anisotropic conductivity on EEG source reconstruction: investigations in a rabbit model. IEEE Trans. Biomed. Eng. 53(9): 1841-1850 (2006)
1990 – 1999
- 1996
- [c1]Matthias Dümpelmann, Christian Erich Elger:
Separating EEG Spike-Clusters in Epilepsy by a Growing and Splitting Net. ICANN 1996: 239-244
Coauthor Index
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