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
1532015
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
392015
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
282013
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
262014
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
192013
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
172017
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
112017
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
112017
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
92015
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
92012
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, 2019
62019
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), 4, 2018
62018
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
52018
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), 2016
42016
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
32014
Epileptic seizure detection on EEG signals using machine learning techniques and advanced preprocessing methods
C Mahjoub, RLB Jeannès, T Lajnef, A Kachouri
Biomedical Engineering/Biomedizinische Technik 65 (1), 33-50, 2020
22020
Separation of transient and oscillatory cereberal activities using over-complete rational dilation wavelt transforms
S Chaibi, T Lajnef, A Kachour, M Samet
Eighth International Multi-Conference on Systems, Signals & Devices, 1-7, 2011
22011
Epileptic seizure detection using linear prediction filter
T Lajnef, S Chaibi, A Kachouri, M Samet
12th international conference on Sciences and Techniques of Automatic …, 2010
22010
Classification of epileptic cerebral activity using robust features and support vector machines
C Mahjoub, S Chaibi, T Lajnef, A Kachouri
2016 International Image Processing, Applications and Systems (IPAS), 1-6, 2016
12016
Epileptic Seizure Detection: Approximate Entropy and Discrete Wavelet Transform based method
T Lajnef, S Chaibi, A Kachouri, M Samet
Third International Conference: E-Medical Systems, 2010
12010
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Articles 1–20