Follow
Tarek Lajnef
Tarek Lajnef
Post doc fellow Center for Advanced Research in Sleep Medicine (CARSM
Verified email at umontreal.ca
Title
Cited by
Cited by
Year
Learning machines and sleeping brains: automatic sleep stage classification using decision-tree multi-class support vector machines
T Lajnef, S Chaibi, P Ruby, PE Aguera, JB Eichenlaub, M Samet, ...
Journal of neuroscience methods 250, 94-105, 2015
3482015
Sleep spindle and K-complex detection using tunable Q-factor wavelet transform and morphological component analysis
T Lajnef, S Chaibi, JB Eichenlaub, PM Ruby, PE Aguera, M Samet, ...
Frontiers in human neuroscience 9, 414, 2015
702015
Increased evoked potentials to arousing auditory stimuli during sleep: implication for the understanding of dream recall
R Vallat, T Lajnef, JB Eichenlaub, C Berthomier, K Jerbi, D Morlet, ...
Frontiers in Human Neuroscience 11, 132, 2017
532017
Visbrain: a multi-purpose GPU-accelerated open-source suite for multimodal brain data visualization
E Combrisson, R Vallat, C O'Reilly, M Jas, A Pascarella, A Saive, T Thiery, ...
Frontiers in Neuroinformatics 13, 14, 2019
502019
Sleep: an open-source python software for visualization, analysis, and staging of sleep data
E Combrisson, R Vallat, JB Eichenlaub, C O'Reilly, T Lajnef, A Guillot, ...
Frontiers in neuroinformatics 11, 60, 2017
482017
Automated detection and classification of high frequency oscillations (HFOs) in human intracereberal EEG
S Chaibi, Z Sakka, T Lajnef, M Samet, A Kachouri
Biomedical Signal Processing and Control 8 (6), 927-934, 2013
432013
Epileptic seizure detection on EEG signals using machine learning techniques and advanced preprocessing methods
C Mahjoub, R Le Bouquin Jeannès, T Lajnef, A Kachouri
Biomedical Engineering/Biomedizinische Technik 65 (1), 33-50, 2020
382020
A reliable approach to distinguish between transient with and without HFOs using TQWT and MCA
S Chaibi, T Lajnef, Z Sakka, M Samet, A Kachouri
Journal of neuroscience methods 232, 36-46, 2014
362014
A comparaison of methods for detection of high frequency oscillations (HFOs) in human intacerberal EEG recordings
S Chaibi, T Lajnef, Z Sakka, M Samet, A Kachouri
American Journal of Signal Processing 3 (2), 25-34, 2013
312013
NeuroPycon: An open-source python toolbox for fast multi-modal and reproducible brain connectivity pipelines
D Meunier, A Pascarella, D Altukhov, M Jas, E Combrisson, T Lajnef, ...
NeuroImage 219, 117020, 2020
302020
Auditory repetition suppression alterations in relation to cognitive functioning in fragile X syndrome: a combined EEG and machine learning approach
IS Knoth, T Lajnef, S Rigoulot, K Lacourse, P Vannasing, JL Michaud, ...
Journal of Neurodevelopmental Disorders 10 (1), 1-13, 2018
272018
Meet spinky: an open-source spindle and K-complex detection toolbox validated on the open-access montreal archive of sleep studies (MASS)
T Lajnef, C O’Reilly, E Combrisson, S Chaibi, JB Eichenlaub, PM Ruby, ...
Frontiers in Neuroinformatics 11, 15, 2017
272017
Long-range temporal correlations in the brain distinguish conscious wakefulness from induced unconsciousness
T Thiery, T Lajnef, E Combrisson, A Dehgan, P Rainville, GA Mashour, ...
Neuroimage 179, 30-39, 2018
252018
Decoding the locus of covert visuospatial attention from EEG signals
T Thiery, T Lajnef, K Jerbi, M Arguin, M Aubin, P Jolicoeur
PloS one 11 (8), e0160304, 2016
182016
A robustness comparison of two algorithms used for EEG spike detection
S Chaibi, T Lajnef, A Ghrob, M Samet, A Kachouri
The open biomedical engineering journal 9, 151, 2015
172015
Detection of high frequency oscillations (HFOs) in the 80–500 Hz range in epilepsy recordings using decision tree analysis
S Chaibi, T Lajnef, M Samet, K Jerbi, A Kachouri
International image processing, applications and systems conference, 1-6, 2014
162014
Developement of Matlab-based Graphical User Interface (GUI) for detection of high frequency oscillations (HFOs) in epileptic patients
S Chaibi, R Bouet, J Jung, T Lajnef, M Samet, O Bertrand, A Kachouri, ...
2012 IEEE International Conference on Emerging Signal Processing …, 2012
142012
Altered brain criticality in schizophrenia: new insights from magnetoencephalography
G Alamian, T Lajnef, A Pascarella, JM Lina, L Knight, J Walters, KD Singh, ...
Frontiers in Neural Circuits 16, 630621, 2022
132022
Neural oscillations track natural but not artificial fast speech: Novel insights from speech-brain coupling using MEG
ASH Casas, T Lajnef, A Pascarella, H Guiraud-Vinatea, H Laaksonen, ...
Neuroimage 244, 118577, 2021
132021
Patient, interrupted: MEG oscillation dynamics reveal temporal dysconnectivity in schizophrenia
G Alamian, A Pascarella, T Lajnef, L Knight, J Walters, KD Singh, K Jerbi
NeuroImage: Clinical 28, 102485, 2020
102020
The system can't perform the operation now. Try again later.
Articles 1–20