Spatial filters and automated spike detection based on brain topographies improve sensitivity of EEG-fMRI studies in focal epilepsy. - Michael Siniatchkin; Friederike Moeller; Julia Jacobs; Ulrich Stephani; Rainer Boor; Stephan Wolff; Olav Jansen; Hartwig R. Siebner; Michael Scherg (NeuroImage, 2007)

Variability of the hemodynamic response as a function of age and frequency of epileptic discharge in children with epilepsy. - Julia Jacobs; Colin Hawco; Eliane Kobayashi; Rainer Boor; Pierre LeVan; Ulrich Stephani; Michael Siniatchkin; Jean Gotman (NeuroImage, 2008)

Changes in activity of striato-thalamo-cortical network precede generalized spike wave discharges. - Friederike Moeller; Hartwig R. Siebner; Stephan Wolff; Hiltrud Muhle; Rainer Boor; Oliver Granert; Olav Jansen; Ulrich Stephani; Michael Siniatchkin (NeuroImage, 2008)

Combination of EEG-fMRI and EEG source analysis improves interpretation of spike-associated activation networks in paediatric pharmacoresistant focal epilepsies. - Kristina Groening; Verena Brodbeck; Friederike Moeller; Stephan Wolff; Andreas van Baalen; Christoph M. Michel; Olav Jansen; Rainer Boor; Gert Wiegand; Ulrich Stephani; Michael Siniatchkin (NeuroImage, 2009)

Hemodynamic changes preceding the interictal EEG spike in patients with focal epilepsy investigated using simultaneous EEG-fMRI. - Julia Jacobs; Pierre LeVan; Friederike Moeller; Rainer Boor; Ulrich Stephani; Jean Gotman; Michael Siniatchkin (NeuroImage, 2009)

fMRI activation during spike and wave discharges evoked by photic stimulation. - Friederike Moeller; Hartwig R. Siebner; Nils Ahlgrimm; Stephan Wolff; Hiltrud Muhle; Oliver Granert; Rainer Boor; Olav Jansen; Jean Gotman; Ulrich Stephani; Michael Siniatchkin (NeuroImage, 2009)

Application of State-Space Modeling to instantaneous independent-component analysis. - Alina Santillán-Guzmán; Ulrich Heute; Andreas Galka; Ulrich Stephani (BMEI, 2011)

Muscle artifact suppression using Independent-Component Analysis and State-Space Modeling. - Alina Santillán-Guzmán; Ulrich Heute; Ulrich Stephani; Andreas Galka (EMBC, 2012)

MEG-EEG fusion by Kalman filtering within a source analysis framework. - Laith Hamid; Ümit Aydin; Carsten H. Wolters; Ulrich Stephani; Michael Siniatchkin; Andreas Galka (EMBC, 2013)

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

Blind signal Separation of Mixtures of Chaotic Processes: a Comparison between Independent Component Analysis and State Space Modeling. - Andreas Galka; Kin Foon Kevin Wong; Ulrich Stephani; Tohru Ozaki; Michael Siniatchkin (Int. J. Bifurc. Chaos, 2013)

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)

Analysis of epileptic seizure count time series by ensemble state space modelling. - Andreas Galka; Rainer Boor; Corinna Doege; Sarah von Spiczak; Ulrich Stephani; Michael Siniatchkin (EMBC, 2015)

The choice of the source space and the Laplacian matrix in LORETA and the spatio-temporal Kalman filter EEG inverse methods. - Nawar Habboush; Laith Hamid; Natia Japaridze; Gert Wiegand; Ulrich Heute; Ulrich Stephani; Andreas Galka; Michael Siniatchkin (EMBC, 2015)

The performance of the spatiotemporal Kalman filter and LORETA in seizure onset localization. - Laith Hamid; Masoud Sarabi; Natia Japaridze; Gert Wiegand; Ulrich Heute; Ulrich Stephani; Andreas Galka; Michael Siniatchkin (EMBC, 2015)

Spatial projection as a preprocessing step for EEG source reconstruction using spatiotemporal Kalman filtering. - Laith Hamid; Ali Al Farawn; Isabelle Merlet; Natia Japaridze; Ulrich Heute; Ulrich Stephani; Andreas Galka; Fabrice Wendling; Michael Siniatchkin (EMBC, 2017)

Source reconstruction via the spatiotemporal Kalman filter and LORETA from EEG time series with 32 or fewer electrodes. - Laith Hamid; Ali Al Farawn; Isabelle Merlet; Natia Japaridze; Ulrich Heute; Ulrich Stephani; Andreas Galka; Fabrice Wendling; Michael Siniatchkin (EMBC, 2017)

Comparison of different methods to suppress muscle artifacts in EEG signals. - Alina Santillán-Guzmán; Ulrich Heute; Ulrich Stephani; Andreas Galka (Signal Image Video Process., 2017)

Pipeline for Forward Modeling and Source Imaging of Magnetocardiographic Recordings via Spatiotemporal Kalman Filtering. - Nawar Habboush; Laith Hamid; Michael Siniatchkin; Ulrich Stephani; Andreas Galka (EMBC, 2018)

SVD Square-root Iterated Extended Kalman Filter for Modeling of Epileptic Seizure Count Time Series with External Inputs. - Sidratul Moontaha; Andreas Galka; Michael Siniatchkin; Sascha Scharlach; Sarah von Spiczak; Ulrich Stephani; Theodor May; Thomas Meurer (EMBC, 2019)

Source imaging of deep-brain activity using the regional spatiotemporal Kalman filter. - Laith Hamid; Nawar Habboush; Philipp Stern; Natia Japaridze; Ümit Aydin; Carsten H. Wolters; Jens Christian Claussen; Ulrich Heute; Ulrich Stephani; Andreas Galka; Michael Siniatchkin (Comput. Methods Programs Biomed., 2021)