Publications/travaux

Onglets principaux

2019

Article

Métais, I., Perrein-Ettajani H., Mouloud M., Châtel A., Bruneau M., Gillet P., Jrad N., et al., "Could behavioural disturbances be linked to density depletion of ragworm Hediste diversicolor populations?". SETAC Europe 29th annual meeting. 26-30 May Helsinki Finland. 2019.
Barrick, A., Manier N., Lonchambon P., Flahaut E., Jrad N., Mouneyrac C. et Châtel A., "Investigating a transcriptomic approach on marine mussel hemocytes exposed to carbon nanofibers: An in vitro/in vivo comparison". Aquatic Toxicology . 2019. Vol. 207 p. 19-28
Colominas, M. Alejandro, Wens V., Mary A., Coquelet N., Jomaa M E S H., Jrad N., Humeau-Heurtier A., et al., "Multichannel Time-Frequency Complexity Measures for the Analysis of Age-Related Changes in Neuromagnetic Resting-State Activity". IEEE journal of biomedical and health informatics. 2019.
Colominas, M. Alejandro, Schlotthauer G., Jomaa M E S H., Jrad N., Van Bogaert P. et Humeau-Heurtier A., "A novel approach to multiscale permutation entropy". Entropy. 2019.
Métais, I., Châtel A., Mouloud M., Perrein-Ettajani H., Bruneau M., Gillet P., Jrad N., et al., "Is there a link between acetylcholinesterase, behaviour and density populations of the ragworm Hediste diversicolor?". Marine Pollution Bulletin . 2019. Vol. 142 p. 178–18
2018

Communications avec actes

Jrad, N., Schang D., Chauvet P., Tich S. Nguyen The, Daya B. et Gibaud M., "Automatic Detector of Abnormal EEG for Preterm Infants". Internet of Things (IoT) Technologies for HealthCare. 24 octobre 2017, Cham. Springer International Publishing, 2018, p. 82–87
Jomaa, M E S H., Van Bogaert P., Jrad N., Colominas M. Alejandro et Humeau-Heurtier A., "A new approach to sample entropy of multi-channel signals: application to EEG signals". EUSIPCO 2018. 26th European Signal Processing Conference. 03-07/09/2018, Rome, 2018

Article

Schang, D., Chauvet P., Daya B., Jrad N. et Gibaud M., "Automatic Abnormal Electroencephalograms Detection of Preterm Infants". Journal of Data Analysis and Information Processing. 2018. Vol. 6 n°04 p. 141
Jomaa, M E S H., Van Bogaert P., Jrad N., Kadish N.E., Japaridze N., Siniatchkin M., Colominas M. Alejandro, et al., "Multivariate improved weighted multi-scale permutation entropy and its application on EEG data". Biomedical Signal Processing and Control. 2018.
2017

Communications avec actes

Jrad, N., Schang D., Chauvet P., Daya B. et Gibaud M., "Automatic Detector of Abnormal EEG for Preterm Infants". International Conference on IoT Technologies for HealthCare. 09/2017, Angers, France. Springer, 2017
Jrad, N., Kachenoura A., Nica A., Merlet I. et Wendling F., "A Page-Hinkley based method for HFOs detection in epileptic depth-EEG". 25th European Signal Processing Conference (EUSIPCO), 2017 . , Kos, Greece. IEEE, 2017
Colominas, M. Alejandro, Jomaa M E S H., Jrad N., Humeau-Heurtier A. et Van Bogaert P., "Time-varying time-frequency complexity measures for epileptic EEG data analysis". THE DESIRE PROJECT - 4th Annual Meeting. 10/2017, La Valette, Malte, 2017

Article

Jrad, N., Kachenoura A., Merlet I., Bartolomei F., Nica A., Biraben A. et Wendling F., "Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals". IEEE Transactions on Biomedical Engineering. 2017. Vol. 64 n°9 p. 2230–2240
Colominas, M. Alejandro, Jomaa M E S H., Jrad N., Humeau-Heurtier A. et Van Bogaert P., "Time-varying Time-Frequency Complexity Measures for Epileptic EEG Data Analysis". IEEE Transactions on Biomedical Engineering. 2017.
2015

Communications avec actes

Jrad, N., Kachenoura A., Merlet I., Nica A., Bénar C. G. et Wendling F., "Classification of high frequency oscillations in epileptic intracerebral EEG". 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015 . 2015, Milan, Italy. IEEE, 2015, p. 574–577
Jrad, N., Kachenoura A., Merlet I. et Wendling F., "Gabor transform for interictal high frequency oscillations classification". Advances in Biomedical Engineering (ICABME), 2015 International Conference on. 09/2015, Beirut, Lebanon. IEEE, 2015
2014

Article

Flamary, R., Jrad N., Phlypo R., Congedo M. et Rakotomamonjy A., "Mixed-norm regularization for brain decoding". Computational and mathematical methods in medicine. 2014. Vol. 2014
2012

Article

Jrad, N. et Congedo M., "Identification of spatial and temporal features of EEG". Neurocomputing. 2012. Vol. 90 p. 66–71
2011

Communications avec actes

Congedo, M., Goyat M., Tarrin N., Ionescu G., Varnet L., Rivet B., Phlypo R., et al., "" Brain Invaders": a prototype of an open-source P300-based video game working with the OpenViBE platform". 5th International Brain-Computer Interface Conference 2011 (BCI 2011). 09/2011, Graz, Austria, 2011

Article

Jrad, N., Congedo M., Phlypo R., Rousseau S., Flamary R., Yger F. et Rakotomamonjy A., "sw-SVM: sensor weighting support vector machines for EEG-based brain computer interfaces". Journal of neural engineering. 2011. Vol. 8 n°5 p. 056004
2010

Chapitre d'ouvrage

Jrad, N., Beauseroy P. et Grall-Maës E., "Learning multiclass rules with class-selective rejection and performance constraints". In : Pattern Recognition Recent Advances . [s.l] : InTech, 2010
2009

Article

Jrad, N., Grall-Maës E. et Beauseroy P., "Gene-based multiclass cancer diagnosis with class-selective rejections". BioMed Research International. 2009. Vol. 2009
Nombre de références enregistrées : 22
Directions de thèse/HDR (suivi en cours)
Menand Spirina Elena
Titre de thèse:
La recherche de nouveaux bio-marqueurs pour les séquences thérapeutiques des cancers « pan-gyn » grâce à l’apprentissage automatique
Doctorat:
STIM
Période de suivi:
2018 - 2022
Milon-Harnois Gaëlle
Titre de thèse:
Détection automatique et analyse des Oscillations à haute fréquence de surface
Doctorat:
STIM
Période de suivi:
2018 - 2022