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ORCIDMuthuraman Muthuraman
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- affiliation: Faculty of Engineering, Kiel University, Kiel, Germany
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2020 – today
- 2024
[j13]Ali Seyfizadeh
, Robert L. Peach, Philip Tovote, Ioannis U. Isaias, Jens Volkmann, Muthuraman Muthuraman:
Enhancing security in brain-computer interface applications with deep learning: Electroencephalogram-based user identification. Expert Syst. Appl. 253: 124218 (2024)- [j12]Thomas G. Simpson, William Godfrey, Flavie Torrecillos, Shenghong He, Damian M. Herz, Ashwini Oswal, Muthuraman Muthuraman, Alek Pogosyan, Huiling Tan:
Cortical beta oscillations help synchronise muscles during static posture holding in healthy motor control. NeuroImage 298: 120774 (2024) - [j11]Maximilian U. Friedrich, Anna-Julia Roenn, Chiara Palmisano, Jane Alty, Steffen Paschen, Günther Deuschl, Chi Wang Ip, Jens Volkmann, Muthuraman Muthuraman, Robert L. Peach, Martin M. Reich:
Validation and application of computer vision algorithms for video-based tremor analysis. npj Digit. Medicine 7(1) (2024) - [j10]Robert L. Peach, Maximilian U. Friedrich, Lara Fronemann, Muthuraman Muthuraman, Sebastian R. Schreglmann, Daniel Zeller, Christoph Schrader, Joachim K. Krauss, Alfons Schnitzler, Matthias Wittstock, Ann-Kristin Helmers, Steffen Paschen, Andrea A. Kühn, Inger Marie Skogseid, Wilhelm Eisner, Joerg Mueller, Cordula Matthies, Martin M. Reich, Jens Volkmann, Chi Wang Ip:
Head movement dynamics in dystonia: a multi-centre retrospective study using visual perceptive deep learning. npj Digit. Medicine 7(1) (2024) - 2021
- [j9]Qiang Wang, Harith Akram, Muthuraman Muthuraman, Gabriel Gonzalez-Escamilla, Sameer A. Sheth, Simon Oxenford, Fang-Cheng Yeh, Sergiu Groppa, Nora Vanegas-Arroyave, Ludvic U. Zrinzo, Ningfei Li, Andrea A. Kühn, Andreas Horn:
Normative vs. patient-specific brain connectivity in deep brain stimulation. NeuroImage 224: 117307 (2021) - [j8]Vladimir Litvak, Esther Florin, Gertrúd Tamás, Sergiu Groppa, Muthuraman Muthuraman:
EEG and MEG primers for tracking DBS network effects. NeuroImage 224: 117447 (2021) - 2020
- [j7]Gabriel Gonzalez-Escamilla, Muthuraman Muthuraman, Dumitru Ciolac, Volker A. Coenen, Alfons Schnitzler, Sergiu Groppa:
Neuroimaging and electrophysiology meet invasive neurostimulation for causal interrogations and modulations of brain states. NeuroImage 220: 117144 (2020) - [j6]Mevlüt Yalaz, Alexander Teplyuk, Muthuraman Muthuraman, Günther Deuschl, Michael Höft:
The Magnetic Properties of Electrical Pulses Delivered by Deep-Brain Stimulation Systems. IEEE Trans. Instrum. Meas. 69(7): 4303-4313 (2020)
2010 – 2019
- 2017
- [j5]Vitalie Chiosa, Stanislav A. Groppa, Dumitru Ciolac, Nabin Koirala, Liudmila Misina, Yaroslav Winter, Maria Moldovanu, Muthuraman Muthuraman, Sergiu Groppa:
Breakdown of Thalamo-Cortical Connectivity Precedes Spike Generation in Focal Epilepsies. Brain Connect. 7(5): 309-320 (2017) - [c25]Venkata Chaitanya Chirumamilla, Gabriel Gonzalez-Escamilla, Saurabh Steixner-Kumar, Longfei Xiong, Sergiu Groppa, Muthuraman Muthuraman:
Establishing and validating a new source analysis method using phase. EMBC 2017: 2778-2781 - 2016
- [c24]Kidist Gebremariam Mideksa, Abhinandan Singh, Nienke Hoogenboom, Helge Hellriegel, Holger Krause, Alfons Schnitzler, Günther Deuschl, Jan Raethjen, Gerhard Schmidt, Muthuraman Muthuraman:
Comparison of imaging modalities and source-localization algorithms in locating the induced activity during deep brain stimulation of the STN. EMBC 2016: 105-108 - [c23]Pau Caldero-Bardaji, Longfei Xiong, Sven Jaschke, Jens Reermann, Kidist Gebremariam Mideksa, Gerhard Schmidt, Günther Deuschl, Muthuraman Muthuraman:
Detection of steering direction using EEG recordings based on sample entropy and time-frequency analysis. EMBC 2016: 833-836 - [c22]Abdul Rauf Anwar, Muhammad Yousaf Hashmy, Bilal Imran, Muhammad Hussnain Riaz, Sabtain Muhammad Muntazir Mehdi, Makii Muthalib, Stéphane Perrey, Günther Deuschl, Sergiu Groppa, Muthuraman Muthuraman:
Complex network analysis of resting-state fMRI of the brain. EMBC 2016: 3598-3601 - [c21]Venkata Chaitanya Chirumamilla, Vinzenz Fleischer, Amgad Droby, Tauqeer Anjum, Muthuraman Muthuraman, Frauke Zipp, Sergiu Groppa:
Functional connectivity analysis using whole brain and regional network metrics in MS patients. EMBC 2016: 4039-4042 - [c20]Nabin Koirala, Vinzenz Fleischer, Oliver Granert, Günther Deuschl, Muthuraman Muthuraman, Sergiu Groppa:
Network effects and pathways in Deep brain stimulation in Parkinson's disease. EMBC 2016: 5533-5536 - 2015
- [c19]M. Muthuraman, Juliane Döhring, Martin Nahrwold, Kidist Gebremariam Mideksa, Chirumamilla Venkata Chaitanya, Nils G. Margraf, Jan Raethjen, Günther Deuschl, Thorsten Bartsch:
Voxel seed coherent source analysis on transient global amnesia patients. EMBC 2015: 638-641 - [c18]Chirumamilla Venkata Chaitanya, Nabin Koirala, K. G. Mideksa, Abdul Rauf Anwar, Gerhard Schmidt, Günther Deuschl, Sergiu Groppa, M. Muthuraman:
Testing the effects of pre-processing on voxel based morphometry analysis. EMBC 2015: 4302-4305 - [c17]M. Muthuraman, Tauqeer Anjum, Amgad Droby, Vinzenz Fleischer, Sarah Christina Reitz, Kidist Gebremariam Mideksa, Gerhard Schmidt, Frauke Zipp, Sergiu Groppa:
Testing different ICA algorithms and connectivity analyses on MS patients. EMBC 2015: 4314-4317 - [c16]Nabin Koirala, Muthuraman Muthuraman, Tauqeer Anjum, Chirumamilla Venkata Chaitanya, V. Friederike Helmolt, Kidist Gebremariam Mideksa, Katrin Lange, Gerhard Schmidt, Susanne Schneider, Günther Deuschl:
Differentiating tremor patients using spiral analyses. EMBC 2015: 6227-6230 - [c15]Kidist Gebremariam Mideksa, Nienke Hoogenboom, Helge Hellriegel, Holger Krause, Alfons Schnitzler, Günther Deuschl, Jan Raethjen, Ulrich Heute, Muthuraman Muthuraman:
Comparison of EEG and MEG in source localization of induced human gamma-band oscillations during visual stimulus. EMBC 2015: 8119-8122 - 2014
- [c14]Abdul Rauf Anwar, Makii Muthalib, Stéphane Perrey, Stephan Wolff, Günther Deuschl, Ulrich Heute, Muthuraman Muthuraman:
Differences in hemispherical thalamo-cortical causality analysis during resting-state fMRI. EMBC 2014: 990-993 - [c13]K. G. Mideksa, Nienke Hoogenboom, Helge Hellriegel, Holger Krause, Alfons Schnitzler, Günther Deuschl, Jan Raethjen, Ulrich Heute, M. Muthuraman:
Impact of head modeling and sensor types in localizing human gamma-band oscillations. EMBC 2014: 2217-2220 - [c12]Abdul Rauf Anwar, Kidist Gebremariam Mideksa, Helge Hellriegel, Nienke Hoogenboom, Holger Krause, Alfons Schnitzler, Günther Deuschl, Jan Raethjen, Ulrich Heute, Muthuraman Muthuraman:
Multi-modal causality analysis of eyes-open and eyes-closed data from simultaneously recorded EEG and MEG. EMBC 2014: 2825-2828 - [c11]Kidist Gebremariam Mideksa, Alina Santillán-Guzmán, Natia Japaridze, Andreas Galka, Ulrich Stephani, Günther Deuschl, Ulrich Heute, M. Muthuraman:
Validating the effect of muscle artifact suppression in localizing focal epilepsy. EMBC 2014: 3841-3844 - [c10]M. Muthuraman, Helge Hellriegel, Nienke Hoogenboom, Abdul Rauf Anwar, K. G. Mideksa, Holger Krause, Alfons Schnitzler, Jan Raethjen, Günther Deuschl:
Coherent source and connectivity analysis on simultaneously measured EEG and MEG data during isometric contraction. EMBC 2014: 6365-6368 - 2013
- [j4]Lars Michels, M. Muthuraman, Rafael Lüchinger, Ernst Martin, Abdul Rauf Anwar, Jan Raethjen, Daniel Brandeis, Michael Siniatchkin:
Developmental changes of functional and directed resting-state connectivities associated with neuronal oscillations in EEG. NeuroImage 81: 231-242 (2013) - [c9]K. G. Mideksa, Helge Hellriegel, Nienke Hoogenboom, Holger Krause, Alfons Schnitzler, Günther Deuschl, Jan Raethjen, Ulrich Heute, M. Muthuraman:
Dipole source analysis for readiness potential and field using simultaneously measured EEG and MEG signals. EMBC 2013: 1362-1365 - [c8]Abdul Rauf Anwar, Makii Muthalib, Stéphane Perrey, Andreas Galka, Oliver Granert, Stephan Wolff, Günther Deuschl, Jan Raethjen, Ulrich Heute, Muthuraman Muthuraman:
Comparison of causality analysis on simultaneously measured fMRI and NIRS signals during motor tasks. EMBC 2013: 2628-2631 - [c7]M. Muthuraman, Andreas Galka, V. N. Hong, Ulrich Heute, Günther Deuschl, Jan Raethjen:
Cortico-muscular coherence on artifact corrected EEG-EMG data recorded with a MRI scanner. EMBC 2013: 4811-4814 - [c6]Alina Santillán-Guzmán, Ulrich Heute, Muthuraman Muthuraman, Ulrich Stephani, Andreas Galka:
DBS artifact suppression using a time-frequency domain filter. EMBC 2013: 4815-4818 - [c5]M. Muthuraman, Helge Hellriegel, Sergiu Groppa, Günther Deuschl, Jan Raethjen:
The cortical and sub-cortical network of sensory evoked response in healthy subjects. EMBC 2013: 5369-5372 - 2012
- [j3]M. Muthuraman, Ulrich Heute, Kathrin Arning, Abdul Rauf Anwar, R. Elble, Günther Deuschl, Jan Raethjen:
Oscillating central motor networks in pathological tremors and voluntary movements. What makes the difference? NeuroImage 60(2): 1331-1339 (2012) - [c4]Abdul Rauf Anwar, Makii Muthalib, Stéphane Perrey, Andreas Galka, Oliver Granert, Stephan Wolff, Günther Deuschl, Jan Raethjen, Ulrich Heute, M. Muthuraman:
Directionality analysis on functional magnetic resonance imaging during motor task using Granger Causality. EMBC 2012: 2287-2290 - [c3]Muthuraman Muthuraman, Steffen Paschen, Helge Hellriegel, Sergiu Groppa, Günther Deuschl, Jan Raethjen:
Locating the STN-DBS electrodes and resolving their subsequent networks using coherent source analysis on EEG. EMBC 2012: 3970-3973 - [c2]Kidist Gebremariam Mideksa, Helge Hellriegel, Nienke Hoogenboom, Holger Krause, Alfons Schnitzler, Günther Deuschl, Jan Raethjen, Ulrich Heute, Muthuraman Muthuraman:
Source analysis of median nerve stimulated somatosensory evoked potentials and fields using simultaneously measured EEG and MEG signals. EMBC 2012: 4903-4906 - 2011
- [c1]Abdulnasir Hossen, M. Muthuraman, Jan Raethjen, Günther Deuschl, Ulrich Heute:
A Neural Network Approach to Distinguish Parkinsonian Tremor from Advanced Essential Tremor. SocProS (1) 2011: 1051-1060 - 2010
- [j2]Abdulnasir Hossen, Muthuraman Muthuraman, Jan Raethjen, Günther Deuschl, Ulrich Heute:
Discrimination of Parkinsonian tremor from essential tremor by implementation of a wavelet-based soft-decision technique on EMG and accelerometer signals. Biomed. Signal Process. Control. 5(3): 181-188 (2010) - [j1]Muthuraman Muthuraman, Andreas Galka, Günther Deuschl, Ulrich Heute, Jan Raethjen:
Dynamical correlation of non-stationary signals in time domain - A comparative study. Biomed. Signal Process. Control. 5(3): 205-213 (2010)
Coauthor Index
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