Natia Japaridze

According to our database, Natia Japaridze authored at least 8 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

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

2019

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

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

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

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

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

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

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

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014