Discrimination of Parkinsonian tremor from essential tremor by implementation of a wavelet-based soft-decision technique on EMG and accelerometer signals. - Abdulnasir Hossen; Muthuraman Muthuraman; Jan Raethjen; Günther Deuschl; Ulrich Heute (Biomed. Signal Process. Control., 2010)

Dynamical correlation of non-stationary signals in time domain - A comparative study. - Muthuraman Muthuraman; Andreas Galka; Günther Deuschl; Ulrich Heute; Jan Raethjen (Biomed. Signal Process. Control., 2010)

A Neural Network Approach to Distinguish Parkinsonian Tremor from Advanced Essential Tremor. - Abdulnasir Hossen; M. Muthuraman; Jan Raethjen; Günther Deuschl; Ulrich Heute (SocProS (1), 2011)

Directionality analysis on functional magnetic resonance imaging during motor task using Granger Causality. - Abdul Rauf Anwar; Makii Muthalib; Stéphane Perrey; Andreas Galka; Oliver Granert; Stephan Wolff; Günther Deuschl; Jan Raethjen; Ulrich Heute; M. Muthuraman (EMBC, 2012)

Source analysis of median nerve stimulated somatosensory evoked potentials and fields using simultaneously measured EEG and MEG signals. - Kidist Gebremariam Mideksa; Helge Hellriegel; Nienke Hoogenboom; Holger Krause; Alfons Schnitzler; Günther Deuschl; Jan Raethjen; Ulrich Heute; Muthuraman Muthuraman (EMBC, 2012)

Locating the STN-DBS electrodes and resolving their subsequent networks using coherent source analysis on EEG. - Muthuraman Muthuraman; Steffen Paschen; Helge Hellriegel; Sergiu Groppa; Günther Deuschl; Jan Raethjen (EMBC, 2012)

Oscillating central motor networks in pathological tremors and voluntary movements. What makes the difference? - M. Muthuraman; Ulrich Heute; Kathrin Arning; Abdul Rauf Anwar; R. Elble; Günther Deuschl; Jan Raethjen (NeuroImage, 2012)

Comparison of causality analysis on simultaneously measured fMRI and NIRS signals during motor tasks. - Abdul Rauf Anwar; Makii Muthalib; Stéphane Perrey; Andreas Galka; Oliver Granert; Stephan Wolff; Günther Deuschl; Jan Raethjen; Ulrich Heute; Muthuraman Muthuraman (EMBC, 2013)

Dipole source analysis for readiness potential and field using simultaneously measured EEG and MEG signals. - K. G. Mideksa; Helge Hellriegel; Nienke Hoogenboom; Holger Krause; Alfons Schnitzler; Günther Deuschl; Jan Raethjen; Ulrich Heute; M. Muthuraman (EMBC, 2013)

Cortico-muscular coherence on artifact corrected EEG-EMG data recorded with a MRI scanner. - M. Muthuraman; Andreas Galka; V. N. Hong; Ulrich Heute; Günther Deuschl; Jan Raethjen (EMBC, 2013)

The cortical and sub-cortical network of sensory evoked response in healthy subjects. - M. Muthuraman; Helge Hellriegel; Sergiu Groppa; Günther Deuschl; Jan Raethjen (EMBC, 2013)

DBS artifact suppression using a time-frequency domain filter. - Alina Santillán-Guzmán; Ulrich Heute; Muthuraman Muthuraman; Ulrich Stephani; Andreas Galka (EMBC, 2013)

Developmental changes of functional and directed resting-state connectivities associated with neuronal oscillations in EEG. - Lars Michels; M. Muthuraman; Rafael Lüchinger; Ernst Martin; Abdul Rauf Anwar; Jan Raethjen; Daniel Brandeis; Michael Siniatchkin (NeuroImage, 2013)

Multi-modal causality analysis of eyes-open and eyes-closed data from simultaneously recorded EEG and MEG. - Abdul Rauf Anwar; Kidist Gebremariam Mideksa; Helge Hellriegel; Nienke Hoogenboom; Holger Krause; Alfons Schnitzler; Günther Deuschl; Jan Raethjen; Ulrich Heute; Muthuraman Muthuraman (EMBC, 2014)

Differences in hemispherical thalamo-cortical causality analysis during resting-state fMRI. - Abdul Rauf Anwar; Makii Muthalib; Stéphane Perrey; Stephan Wolff; Günther Deuschl; Ulrich Heute; Muthuraman Muthuraman (EMBC, 2014)

Impact of head modeling and sensor types in localizing human gamma-band oscillations. - K. G. Mideksa; Nienke Hoogenboom; Helge Hellriegel; Holger Krause; Alfons Schnitzler; Günther Deuschl; Jan Raethjen; Ulrich Heute; M. Muthuraman (EMBC, 2014)

Validating the effect of muscle artifact suppression in localizing focal epilepsy. - Kidist Gebremariam Mideksa; Alina Santillán-Guzmán; Natia Japaridze; Andreas Galka; Ulrich Stephani; Günther Deuschl; Ulrich Heute; M. Muthuraman (EMBC, 2014)

Coherent source and connectivity analysis on simultaneously measured EEG and MEG data during isometric contraction. - M. Muthuraman; Helge Hellriegel; Nienke Hoogenboom; Abdul Rauf Anwar; K. G. Mideksa; Holger Krause; Alfons Schnitzler; Jan Raethjen; Günther Deuschl (EMBC, 2014)

Testing the effects of pre-processing on voxel based morphometry analysis. - Chirumamilla Venkata Chaitanya; Nabin Koirala; K. G. Mideksa; Abdul Rauf Anwar; Gerhard Schmidt; Günther Deuschl; Sergiu Groppa; M. Muthuraman (EMBC, 2015)

Differentiating tremor patients using spiral analyses. - Nabin Koirala; Muthuraman Muthuraman; Tauqeer Anjum; Chirumamilla Venkata Chaitanya; V. Friederike Helmolt; Kidist Gebremariam Mideksa; Katrin Lange; Gerhard Schmidt; Susanne Schneider; Günther Deuschl (EMBC, 2015)

Comparison of EEG and MEG in source localization of induced human gamma-band oscillations during visual stimulus. - Kidist Gebremariam Mideksa; Nienke Hoogenboom; Helge Hellriegel; Holger Krause; Alfons Schnitzler; Günther Deuschl; Jan Raethjen; Ulrich Heute; Muthuraman Muthuraman (EMBC, 2015)

Testing different ICA algorithms and connectivity analyses on MS patients. - M. Muthuraman; Tauqeer Anjum; Amgad Droby; Vinzenz Fleischer; Sarah Christina Reitz; Kidist Gebremariam Mideksa; Gerhard Schmidt; Frauke Zipp; Sergiu Groppa (EMBC, 2015)

Voxel seed coherent source analysis on transient global amnesia patients. - M. Muthuraman; Juliane Döhring; Martin Nahrwold; Kidist Gebremariam Mideksa; Chirumamilla Venkata Chaitanya; Nils G. Margraf; Jan Raethjen; Günther Deuschl; Thorsten Bartsch (EMBC, 2015)

Complex network analysis of resting-state fMRI of the brain. - 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 (EMBC, 2016)

Detection of steering direction using EEG recordings based on sample entropy and time-frequency analysis. - Pau Caldero-Bardaji; Longfei Xiong; Sven Jaschke; Jens Reermann; Kidist Gebremariam Mideksa; Gerhard Schmidt; Günther Deuschl; Muthuraman Muthuraman (EMBC, 2016)

Functional connectivity analysis using whole brain and regional network metrics in MS patients. - Venkata Chaitanya Chirumamilla; Vinzenz Fleischer; Amgad Droby; Tauqeer Anjum; Muthuraman Muthuraman; Frauke Zipp; Sergiu Groppa (EMBC, 2016)

Network effects and pathways in Deep brain stimulation in Parkinson's disease. - Nabin Koirala; Vinzenz Fleischer; Oliver Granert; Günther Deuschl; Muthuraman Muthuraman; Sergiu Groppa (EMBC, 2016)

Comparison of imaging modalities and source-localization algorithms in locating the induced activity during deep brain stimulation of the STN. - Kidist Gebremariam Mideksa; Abhinandan Singh; Nienke Hoogenboom; Helge Hellriegel; Holger Krause; Alfons Schnitzler; Günther Deuschl; Jan Raethjen; Gerhard Schmidt; Muthuraman Muthuraman (EMBC, 2016)

Establishing and validating a new source analysis method using phase. - Venkata Chaitanya Chirumamilla; Gabriel Gonzalez-Escamilla; Saurabh Steixner-Kumar; Longfei Xiong; Sergiu Groppa; Muthuraman Muthuraman (EMBC, 2017)

Breakdown of Thalamo-Cortical Connectivity Precedes Spike Generation in Focal Epilepsies. - Vitalie Chiosa; Stanislav A. Groppa; Dumitru Ciolac; Nabin Koirala; Liudmila Misina; Yaroslav Winter; Maria Moldovanu; Muthuraman Muthuraman; Sergiu Groppa (Brain Connect., 2017)

Neuroimaging and electrophysiology meet invasive neurostimulation for causal interrogations and modulations of brain states. - Gabriel Gonzalez-Escamilla; Muthuraman Muthuraman; Dumitru Ciolac; Volker A. Coenen; Alfons Schnitzler; Sergiu Groppa (NeuroImage, 2020)

The Magnetic Properties of Electrical Pulses Delivered by Deep-Brain Stimulation Systems. - Mevlüt Yalaz; Alexander Teplyuk; Muthuraman Muthuraman; Günther Deuschl; Michael Höft (IEEE Trans. Instrum. Meas., 2020)

EEG and MEG primers for tracking DBS network effects. - Vladimir Litvak; Esther Florin; Gertrúd Tamás; Sergiu Groppa; Muthuraman Muthuraman (NeuroImage, 2021)

Normative vs. patient-specific brain connectivity in deep brain stimulation. - 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; et al. (NeuroImage, 2021)

Enhancing security in brain-computer interface applications with deep learning: Electroencephalogram-based user identification. - Ali Seyfizadeh; Robert L. Peach; Philip Tovote; Ioannis U. Isaias; Jens Volkmann; Muthuraman Muthuraman (Expert Syst. Appl., 2024)

Cortical beta oscillations help synchronise muscles during static posture holding in healthy motor control. - Thomas G. Simpson; William Godfrey; Flavie Torrecillos; Shenghong He; Damian M. Herz; Ashwini Oswal; Muthuraman Muthuraman; Alek Pogosyan; Huiling Tan (NeuroImage, 2024)

Validation and application of computer vision algorithms for video-based tremor analysis. - Maximilian U. Friedrich; Anna-Julia Roenn; Chiara Palmisano; Jane E. Alty; Steffen Paschen; Günther Deuschl; Chi Wang Ip; Jens Volkmann; Muthuraman Muthuraman; Robert L. Peach; Martin M. Reich (npj Digit. Medicine, 2024)

Head movement dynamics in dystonia: a multi-centre retrospective study using visual perceptive deep learning. - 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; et al. (npj Digit. Medicine, 2024)