Guillaume Becq

Mariana Mulinari Pinheiro Machado, Alina Voda, Gildas Besancon, Guillaume Becq, Philippe Kahane, et al.. Brain tissue classification from stereoelectroencephalographic recordings. Journal of Neuroscience Methods, Elsevier, 2022, 365, pp.109375. ⟨10.1016/j.jneumeth.2021.109375⟩. ⟨hal-03432757⟩

Guillaume Becq, Emmanuel Barbier, Sophie Achard. Brain networks of rats under anesthesia using resting-state fMRI: comparison with dead rats, random noise and generative models of networks. Journal of Neural Engineering, IOP Publishing, 2020, 17 (4), pp.045012. ⟨10.1088/1741-2552/ab9fec⟩. ⟨hal-02935391⟩

Gildas Besancon, Guillaume Becq, Alina Voda. Fractional order modelling and identification for a phantom EEG system. IEEE Transactions on Control Systems Technology, Institute of Electrical and Electronics Engineers, 2020, 28 (1), pp.130-138. ⟨10.1109/TCST.2019.2891621⟩. ⟨hal-01978762⟩

Guillaume Becq, Tarik Habet, Nora Collomb, Margaux Faucher, Chantal Delon-Martin, et al.. Functional connectivity is preserved but reorganized across several anesthetic regimes. NeuroImage, Elsevier, 2020, 219, pp.116945. ⟨10.1016/j.neuroimage.2020.116945⟩. ⟨hal-02935430⟩

Afif Afif, Guillaume Becq, Patrick Mertens. Definition of a stereotactic 3-dimensional magnetic resonance imaging template of the human insula. Neurosurgery, Lippincott, Williams & Wilkins, 2013, 72 (1 Suppl Operative), pp.ons35-46. ⟨10.1227/NEU.0b013e31826cdc57⟩. ⟨hal-00798964⟩

Guillaume Becq, Stéphane Bonnet, Régis Guillemaud, Philippe Kahane, Lorella Minotti. Classification of Epileptic Motor Manifestations and Detection of Tonic-Clonic Seizures With Acceleration Norm Entropy. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2013, 60 (8), pp.2080-2088. ⟨10.1109/TBME.2013.2244597⟩. ⟨hal-00938159⟩

Emile Simon, Xavier Perrot, Michel Linne, Afif Afif, Guillaume Becq, et al.. Morphometry and localization of the temporal transverse Heschl's gyrus in magnetic resonance imaging: a guide for cortical stimulation of chronic tinnitus.. Surgical and Radiologic Anatomy, Springer Verlag (Germany), 2013, 35 (2), pp.115-24. ⟨10.1007/s00276-012-1008-x⟩. ⟨hal-00798978⟩

Michel Antonakios, Guillaume Becq, Stéphane Bonnet, Régis Guillemaud, Philippe Kahane, et al.. An Ethernet motion-sensor based alarm system for epilepsy monitoring. Innovation and Research in BioMedical engineering, Elsevier Masson, 2011, 32 (2), pp.155-157. ⟨10.1016/j.irbm.2011.01.021⟩. ⟨hal-00960593⟩

Guillaume Becq, Stéphane Bonnet, Lorella Minotti, Michel Antonakios, Régis Guillemaud, et al.. Classification of epileptic motor manifestations using inertial and magnetic sensors. Computers in Biology and Medicine, Elsevier, 2011, 41 (1), pp.46-55. ⟨10.1016/j.compbiomed.2010.11.005⟩. ⟨hal-00563232⟩

Guillaume Becq, Florian Chapotot. Automated sleep-wake staging combining robust feature extraction, artificial neural network classification, and flexible decision rules. International Journal of Adaptive Control and Signal Processing, Wiley, 2010, 24 (5), pp.409-423. ⟨10.1002/acs.1147⟩. ⟨hal-00563240⟩

Afif Afif, Dominique Hoffmann, Guillaume Becq, Marc Guenot, Michel Magnin, et al.. MRI-based definition of a stereotactic two-dimensional template of the human insula. Stereotactic and Functional Neurosurgery, Karger, 2009, 87 (6), pp.385-94. ⟨10.1159/000258079⟩. ⟨hal-00563234⟩

Guillaume Becq, Stéphane Bonnet, Lorella Minotti, Michel Antonakios, Régis Guillemaud, et al.. Collection and exploratory analysis of attitude sensor data in an epilepsy monitoring unit.. Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, Institute of Electrical and Electronics Engineers (IEEE), 2007, 2007, pp.2775-8. ⟨10.1109/IEMBS.2007.4352904⟩. ⟨inserm-00410855⟩

Guillaume Becq, Sylvie Charbonnier, Philippe d'Aléo, Pierre Baconnier, Lionel Bourdon. Contribution au développement d'un système portable d'évaluation de l'état de gravité d'un blessé polytraumatisé. Médecine et Armées, Service de santé des armées, 2006, 34 (1), pp.5-9. ⟨hal-00343589⟩

M. C. Chambrin, Sylvie Charbonnier, S. Sharshar, Guillaume Becq, Lyes Badji. Automatic characterization of events on SpO2 signal: comparison of two methods.. Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, Institute of Electrical and Electronics Engineers (IEEE), 2004, 5, pp.3474-7. ⟨10.1109/IEMBS.2004.1403975⟩. ⟨hal-00348266⟩

Sylvie Charbonnier, Guillaume Becq, Loic Biot. On-line segmentation algorithm for continuously monitored data in intensive care units.. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2004, 51 (3), pp.484-92. ⟨10.1109/TBME.2003.821012⟩. ⟨hal-00348268⟩

Guillaume Becq, Sylvie Charbonnier, Lionel Bourdon, Pierre Baconnier. Evaluation of a device scoring classes of hemorrhagic shock.. Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, Institute of Electrical and Electronics Engineers (IEEE), 2004, 1, pp.470-3. ⟨10.1109/IEMBS.2004.1403196⟩. ⟨hal-00348261⟩

Loic Biot, Laurent Holzapfel, Guillaume Becq, Christian Mélot, Pierre Baconnier. Do we need a systematic activation of alarm soundings for blood pressure monitoring for the safety of ICU patients?. Journal of Critical Care, WB Saunders, 2003, 18 (4), pp.212-6. ⟨hal-00348269⟩

L. Biot, L. Holzapfel, Guillaume Becq, C. Melot, P. Boulétreau, et al.. [Selective activation of blood pressure monitoring alarms: effect of noise pollution in the intensive care unit]. Annales Françaises d'Anesthésie et de Réanimation, Elsevier Masson, 2001, 20 (8), pp.677-85. ⟨hal-00348270⟩

Mariana Mulinari Pinheiro Machado, Alina Voda, Gildas Besancon, Guillaume Becq, Olivier David. Frequency-domain identification of stereoelectroencephalographic transfer functions for brain tissue classification. SYSID 2021 - 19th IFAC Symposium on System Identification (SYSID 2021), Jul 2021, Padoue (virtual), Italy. pp.565-570, ⟨10.1016/j.ifacol.2021.08.420⟩. ⟨hal-03432818⟩

Guillaume Becq, Nagham Badreddine, Nicolas Tremblay, Florence Appaix, Gisela Zalcman, et al.. Classification de types de neurones à partir de signaux calciques. GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France. pp.1-12. ⟨hal-02528364v2⟩

Sophie Achard, Guillaume Becq, Tarik Habet, Nora Collomb, Margaux Faucher, et al.. Impact of cerebral blood flow level on the fluctuations of resting-state BOLD fMRI in anesthetized rats. Joint Annual Meeting ISMRM-ESMRMB 2018, Jun 2018, Paris, France. ⟨hal-02059352v2⟩

Gildas Besancon, Alina Voda, Guillaume Becq, Mariana Mulinari Pinheiro Machado. Order and parameter identification for a non-integer-order model of an EEG system. SYSID 2018 - 18th IFAC Symposium on System Identification, Jul 2018, Stockholm, Sweden. ⟨hal-01977923⟩

Guillaume Becq, Alina Voda, Gildas Besancon, Pierre-Olivier Amblard, Olivier Michel. Experiments and analysis for fractional order modelling of an EEG recording process. ICINCO 2017 - 14th International Conference on Informatics in Control, Automation and Robotics, Jul 2017, Madrid, Spain. ⟨hal-01583495⟩

Guillaume Becq, Pierre-Olivier Amblard, Paul Salin, Jean-Christophe Comte. Détection dynamique de graphes appliquée à l'analyse de signaux électroencéphalographiques issus du sommeil de rat. GRETSI 2017 - XXVIème Colloque francophone de traitement du signal et des images, Sep 2017, Juan-Les-Pins, France. ⟨hal-01662574⟩

Guillaume Becq. A propos de transformations vers des distributions uniformes et de corrélations de quantiles. GRETSI 2013 - XXIVème Colloque francophone de traitement du signal et des images, Sep 2013, Brest, France. ⟨hal-00960568⟩

Florian Chapotot, Lukas Zoubek, Guillaume Becq, Sylvie Charbonnier. Artificial Neural Network Scoring of Human Sleep-wake Stages Combining Short-epoch Feature Extraction and Post-processing Inference Rules. 22nd Annual Meeting of the Associated Professional Sleep Societies, Jul 2008, Baltimore, Maryland, United States. ⟨hal-00359325⟩

Guillaume Becq, Pierre-Olivier Amblard, Sophie Roth, Catherine Villard. Simulation of hippocampal neural networks under bicuculline, with noise and synaptic delays. Neurocomp 2008 - Deuxième conférence française de Neurosciences Computationnelles, Oct 2008, Marseille, France. ⟨hal-00331594⟩

Elisa Diaz Bellostas, Ricardo Escola, Pascale Pham, Régis Guillemaud, Guillaume Becq, et al.. Recording and simulation of hippocampal neural networks. 6th international meeting on substrate-integrated micro electrode arrays, Jul 2008, Reutlingen, Germany. pp.123-124. ⟨hal-00318583⟩

Guillaume Becq, Sophie Roth, Steeve Zozor, Jacques Brocard, Sylvie Gory-Fauré, et al.. Recording and simulation of hippocampal neural networks with bicuculline. 6th international meeting on substrate-integrated micro electrode arrays, Jul 2008, Reutlingen, Germany. pp.345-348. ⟨hal-00317573⟩

Guillaume Becq, Guillaume Bienkowski, Jean-Paul Diard, Catherine Villard. About MEA impedance measurement and analysis. 6th international meeting on substrate-integrated micro electrode arrays, Jul 2008, Reutlingen, Germany. pp.277-278. ⟨hal-00318561⟩

Guillaume Becq, Stéphane Bonnet, Lorella Minotti, Michel Antonakios, Régis Guillemaud, et al.. Collection and exploratory analysis of attitude sensor data in an epilepsy monitoring unit. Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. pp.2775-8, ⟨10.1109/IEMBS.2007.4352904⟩. ⟨hal-00124735v2⟩

Guillaume Becq, Sylvie Charbonnier, Florian Chapotot, Alain Buguet, Lionel Bourdon, et al.. Comparison between five classifiers for automatic scoring of human sleep recordings. Saman Halgamuge and Lipo Wang. Classification and Clustering for Knowledge Discovery, Springer Verlag, pp.113, 2005. ⟨hal-00123995⟩

Guillaume Becq. Signal déterministe lié à la transmission d'activité dans un réseau de neurones ponctuels représenté par un graphe dirigé. 2013. ⟨hal-01373068⟩

Guillaume Becq, Philippe Kahane, Lorella Minotti. ANR Tecsan 07 - Epimouv Livrable 1-2-3 Partie CHU Caractérisation de la sémiologie motrice des crises épileptiques dans une unité d'épileptologie. Second système d'acquisition en clinique Logiciel de caractérisation des crises et Rapport d'évaluation.. [Rapport de recherche] Gipsa-Lab. 2011. ⟨hal-00617167⟩

Guillaume Becq. Contribution au développement d'un système portable automatique d'aide à la détermination de l'état d'urgence d'un blessé polytraumatisé. Apprentissage supervisé de classes de choc hémorragique.. Autre. Université Joseph-Fourier - Grenoble I, 2004. Français. ⟨tel-00123992⟩