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)

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)

Surrogate data test for nonlinearity of EEG signals: A newborn EEG burst suppression case study. - Parisa Mirzaei; Ghasem Azemi; Natia Japaridze; Boualem Boashash (Digit. Signal Process., 2017)

Multivariate improved weighted multiscale permutation entropy and its application on EEG data. - Mohamad El Sayed Hussein Jomaa; Patrick Van Bogaert; Nisrine Jrad; Navah Ester Kadish; Natia Japaridze; Michael Siniatchkin; Marcelo Alejandro Colominas; Anne Humeau-Heurtier (Biomed. Signal Process. Control., 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)