Tarek Lajnef
Tarek Lajnef
Post doc fellow Center for Advanced Research in Sleep Medicine (CARSM
Verified email at
Cited by
Cited by
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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