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Publications of T. Vincent

Articles in journal or book chapters

  1. S. Badillo, T. Vincent, and P. Ciuciu. Group-level impacts of within- and between-subject hemodynamic variability in fMRI. Neuroimage, 82:433-448, 2013. [bibtex-entry]


  2. S. Badillo, T. Vincent, and P. Ciuciu. Group-level impacts of within- and between-subject hemodynamic variability in fMRI. Neuroimage, 82:433-448, 15 Nov. 2013. [bibtex-entry]


  3. L. Chaari, T. Vincent, F. Forbes, M. Dojat, and P. Ciuciu. Fast joint detection-estimation of evoked brain activity in event-related fMRI using a variational approach. IEEE Trans. Med. Imag., 32(5):821-837, May 2013. [bibtex-entry]


  4. P. Ciuciu, F. Forbes, T. Vincent, and L. Chaari. Détection-estimation conjointe en IRM fonctionnelle, pages in press. Hermes Science Publishing, 2012. [bibtex-entry]


  5. L. Risser, T. Vincent, F. Forbes, J. Idier, and P. Ciuciu. Min-max extrapolation scheme for fast estimation of 3D Potts field partition functions. Application to the joint detection-estimation of brain activity in fMRI.. J. Sig. Proc. Syst., 65(3):325-338, Dec. 2011. [bibtex-entry]


  6. P. Ciuciu, T. Vincent, L. Risser, and Sophie Donnet. A joint detection-estimation framework for analysing within-subject fMRI data. Journal de la Société Francaise de Statistiques, 151(1):58-89, 2010. [bibtex-entry]


  7. T. Vincent, L. Risser, and P. Ciuciu. Spatially adaptive mixture modeling for analysis of within-subject fMRI time series. IEEE Trans. Med. Imag., 29(4):1059-1074, Apr. 2010. [bibtex-entry]


  8. S. Makni, J. Idier, T. Vincent, B. Thirion, G. Dehaene-Lambertz, and P. Ciuciu. A fully Bayesian approach to the parcel-based detection-estimation of brain activity in fMRI. Neuroimage, 41(3):941-969, July 2008. Keyword(s): fMRI. [bibtex-entry]


Conference articles

  1. S. Badillo, T. Vincent, and P. Ciuciu. Multi-session extension of the joint-detection framework in fMRI. In 10th Proc. IEEE ISBI, San Francisco, CA, pages 1504-1507, Apr. 2013. [bibtex-entry]


  2. C. Bakhous, F. Forbes, T. Vincent, M. Dojat, and P. Ciuciu. Variational variable selection to assess experimental condition relevance in event-related fMRI. In 10th Proc. IEEE ISBI, San Francisco, CA, pages 1500-1503, Apr. 2013. [bibtex-entry]


  3. T. Vincent, F. Forbes, and P. Ciuciu. Bayesian BOLD and perfusion source separation and deconvolution from functional ASL imaging. In 38th Proc. IEEE ICASSP, Vancouver, Canada, pages 1003-1007, May 2013. [bibtex-entry]


  4. T. Vincent, F. Forbes, and P. Ciuciu. Bayesian BOLD and perfusion source separation and deconvolution from functional ASL imaging. In 38th Proc. IEEE ICASSP, Vancouver, Canada, pages 1003-1007, May 2013. [bibtex-entry]


  5. T. Vincent, J. Warnking, M. Villien, A. Krainik, P. Ciuciu, and F. Forbes. Bayesian Joint Detection-Estimation of cerebral vasoreactivity from ASL fMRI data. In 16th Proc. Proc. MICCAI, LNCS Springer Verlag, volume 2, Nagoya, Japan, pages 616-623, Sep. 2013. [bibtex-entry]


  6. C. Bakhous, F. Forbes, T. Vincent, L. Chaari, M. Dojat, and P. Ciuciu. Adaptive experimental condition selection in event-related fMRI. In 9th Proc. IEEE ISBI, Barcelona, Spain, pages 1755-1758, May 2012. [bibtex-entry]


  7. C. Bakhous, F. Forbes, T. Vincent, L. Chaari, M. Dojat, and P. Ciuciu. Sélection de variable dans un cadre bayésien de traitement de données d'IRM fonctionnelle. In Journées de Statistique de la Société Française de Statistique (SFdS), Brussels, Belgium, May 2012. [bibtex-entry]


  8. L. Chaari, F. Forbes, T. Vincent, and P. Ciuciu. Adaptive hemodynamic-informed parcellation of fMRI data in a variational Joint Detection Estimation framework. In 15th Proc. MICCAI, LNCS 7512, (Part III), Nice, France, pages 180-188, Oct. 2012. Springer Verlag. [bibtex-entry]


  9. L. Chaari, F. Forbes, T. Vincent, and P. Ciuciu. Robust voxel-wise Joint Detection Estimation of Brain Activity in fMRI. In 19th Proc. IEEE ICIP, Orlando, USA, pages in press, Oct. 2012. [bibtex-entry]


  10. T. Vincent, L. Chaari, C. Bakhous, S. Badillo, and P. Ciuciu. Pyhrf: hemodynamics-centered fMRI data analyses. In Medical Analysis Workshop, 9th Proc. ISBI, Barcelona, Spain, 2012. [bibtex-entry]


  11. S. Badillo, T. Vincent, and P. Ciuciu. Impact of the joint detection-estimation approach on random effects group studies in fMRI. In 8th Proc. IEEE ISBI, Chicago, IL, pages 376-380, Apr. 2011. [bibtex-entry]


  12. L. Chaari, F. Forbes, P. Ciuciu, T. Vincent, and M. Dojat. A Variational Bayesian approach for the Joint Detection Estimation of Brain Activity in fMRI. In Journées de la Société Française de Statistiques, Tunis, Tunisie, May 2011. [bibtex-entry]


  13. L. Chaari, F. Forbes, P. Ciuciu, T. Vincent, and M. Dojat. A Variational Bayesian approach for the Joint Detection Estimation of Brain Activity in functional MRI. In In 43eme Journées de la Société Française de Statistiques, Tunis, Tunisie, May 2011. [bibtex-entry]


  14. L. Chaari, F. Forbes, P. Ciuciu, T. Vincent, and M. Dojat. Bayesian variational approximation for the joint Detection-Estimation of brain activity in fMRI. In IEEE Workshop on Statistical Signal Processing (SSP 2011), Nice, France, June 2011. [bibtex-entry]


  15. L. Chaari, F. Forbes, T. Vincent, M. Dojat, and P. Ciuciu. Variational Solution to the Joint Detection Estimation of Brain Activity in fMRI. In 14th Proc. MICCAI, LNCS 6892 (Part II), Toronto, Canada, pages 260-268, Sep. 2011. Springer Verlag Berlin Heidelberg. [bibtex-entry]


  16. S. Laguitton, D. Rivière, T. Vincent, C. Fischer, D. Geffroy, N. Souedet, I. Denghien, and Y. Cointepas. Soma-workflow: a unified and simple interface to parallel computing resources. In Python in Neuroscience workshop, Paris, Aug. 2011. Keyword(s): parallel computing, brainvisa. [bibtex-entry]


  17. S. Laguitton, D. Rivière, T. Vincent, C. Fischer, D. Geffroy, N. Souedet, I. Denghien, and Y. Cointepas. Soma-workflow: a unified and simple interface to parallel computing resources. In MICCAI Workshop on High Performance and Distributed Computing for Medical Imaging, Toronto, Sep. 2011. Keyword(s): parallel computing, brainvisa. [bibtex-entry]


  18. S. Badillo, T. Vincent, and P. Ciuciu. Spatially adaptive subject level analyses improve random effects fMRI group studies. In IEEE ISABEL Symposium, Roma, Italia, Nov. 2010. Keyword(s): JDE, HRF, Bayesian, MCMC, parallel MRI, reconstruction, sparsity, RFX, group studies. [bibtex-entry]


  19. P. Ciuciu, S. Desmidt, T. Vincent, S. Roger, B. Thirion, and A. Roche. What is the statistical difference between SPM5 and the BrainVISA fMRI toolbox?. In D Le Bihan, editor, 16th Proc. HBM, Barcelona, Espania, June 2010. Elsevier. Keyword(s): parallel MRI, SENSE, coil comparison. [bibtex-entry]


  20. L. Risser, T. Vincent, F. Forbes, J. Idier, and P. Ciuciu. How to deal with brain deactivations in the joint detection-estimation framework?. In D Le Bihan, editor, 16th Proc. HBM, Barcelona, Espania, June 2010. Elsevier. [bibtex-entry]


  21. T. Vincent, A. Tucholka, and P. Ciuciu. Surface-based joint detection-estimation of brain activity in functional MRI. In D. Le Bihan, editor, 16th Proc. HBM, Barcelona, Espania, June 2010. Elsevier. Keyword(s): JDE, HRF, Bayesian, MCMC, cortical surface. [bibtex-entry]


  22. P. Ciuciu, S. Sockeel, J. Idier, and T. Vincent. Modélisation de l'habtituation neurovasculaire de l'activité cérébrale en IRM fonctionnelle. In Actes du 22$^{\mathrm{e}}$ colloque GRETSI, Dijon, France, pages -, Sep. 2009. [bibtex-entry]


  23. P. Ciuciu, S. Sockeel, T. Vincent, and J. Idier. Modelling the neurovascular habituation effect on fMRI time series. In 34th Proc. IEEE ICASSP, Taipei, Taiwan, pages 433-436, Apr. 2009. [bibtex-entry]


  24. L. Favre, A.-L. Fouque, T. Vincent, A. Tucholka, M. Keller, G. Operto, B. Thyreau, C. Clouchoux, L. Risser, A. Moreno, D. Geffroy, Y. Cointepas, O. Coulon, P. Ciuciu, B. Thirion, and A. Roche. A Comprehensive fMRI Processing Toolbox for BrainVISA. In Hum. Brain Mapp., 2009. Keyword(s): brainvisa, fMRI. [bibtex-entry]


  25. L. Risser, T. Vincent, and P. Ciuciu. Schéma d'extrapolation de fonctions de partition de champs de Potts. Application l'analyse d'images en IRMf. In Actes du 22$^{\mathrm{e}}$ colloque GRETSI, Dijon, France, Sep. 2009. [bibtex-entry]


  26. L. Risser, T. Vincent, P. Ciuciu, and J. Idier. Robust extrapolation scheme for fast estimation of 3D Ising field partition functions. Application to within-subject fMRI data analysis.. In G.-Z. Yang, editor, 12th Proc. MICCAI, LNCS 5761, London, UK, pages 975-983, Sep. 2009. Springer Verlag Berlin Heidelberg. [bibtex-entry]


  27. T. Vincent, L. Risser, P. Ciuciu, and J. Idier. Spatially unsupervised analysis of within-subject fMRI data using multiple extrapolations of 3D Ising field partition functions. In 2009 IEEE international workshop on Machine Learning for Signal Processing, Grenoble, France, Sep. 2009. [bibtex-entry]


  28. T. Vincent, L. Risser, J. Idier, and P. Ciuciu. Spatially adaptive mixture modelling for analysis of fMRI time series. In Proc. 15th HBM, San Francisco, CA, USA, June 2009. [bibtex-entry]


  29. P. Ciuciu, T. Vincent, A.-L. Fouque, and A. Roche. Improved fMRI group studies based on spatially varying non-parametric BOLD signal modeling. In 5th Proc. IEEE ISBI, Paris, France, pages 1263-1266, May 2008. [bibtex-entry]


  30. T. Vincent, P. Ciuciu, and B. Thirion. Sensitivity analysis of parcellation in the joint detection-estimation of brain activity in fMRI. In 5th Proc. IEEE ISBI, Paris, France, pages 568-571, May 2008. [bibtex-entry]


  31. P. Ciuciu, J. Idier, T. Veit, and T. Vincent. Application du rééchantillonnage stochastique de l'échelle en détection-estimation de l'activité cérébrale par IRMf. In Actes du 21$^{\mathrm{e}}$ colloque GRETSI, Troyes, France, pages 373-376, Sep. 2007. [bibtex-entry]


  32. T. Vincent, P. Ciuciu, and J. Idier. Application and validation of spatial mixture modelling for the joint detection-estimation of brain activity in fMRI. In 29th Proc. IEEE EMBS, Lyon , France, pages 5218-5222, Aug. 2007. [bibtex-entry]


  33. T. Vincent, P. Ciuciu, and J. Idier. Mélanges spatiaux pour la détection-estimation conjointe de l'activité cérébrale en imagerie fonctionnelle (IRMf). In Actes du 21$^{\mathrm{e}}$ colloque GRETSI, Troyes, France, pages 133-136, Sep. 2007. [bibtex-entry]


  34. T. Vincent, P. Ciuciu, and J. Idier. Spatial mixture modelling for the joint detection-estimation of brain activity in fMRI. In 32th Proc. IEEE ICASSP, volume I, Honolulu, Hawaii, pages 325-328, Apr. 2007. [bibtex-entry]


Internal reports

  1. L. Chaari, T. Vincent, F. Forbes, M. Dojat, and P. Ciuciu. Fast joint detection-estimation of evoked brain activity in event-related fMRI using a variational approach. in revision to IEEE Trans. Med. Imag., Mistis Team, INRIA Rhne-Alpes, Grenoble & LNAO, CEA-NeuroSpin, France, June 2012. [bibtex-entry]


  2. P. Ciuciu, Sophie Donnet, Marion Soumoy, and T. Vincent. Bayesian model comparison and selection in fMRI. Research Rep., NeuroSpin/CEA-I2BM, Gif-sur-Yvette, France, July 2008. Keyword(s): fMRI, model selection, MCMC, Bayes factor. [bibtex-entry]


  3. P. Ciuciu, S. Makni, J. Idier, and T. Vincent. Bayesian infernce of brain dynamics based on mixture models in fMRI. submitted to NIPS'07, NeuroSpin/CEA, June 2007. [bibtex-entry]


Miscellaneous

  1. T. Vincent. Contribution of a spatial correlation model to the detection-estimation of cerebral activity in functional MRI. Msc thesis, Universit de Cergy--Pontoise, M2 MADOCS, Orsay, France, Sep. 2006. [bibtex-entry]



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Last modified: Fri Mar 29 09:53:37 2019

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