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Publications of M. Dojat

Articles in journal or book chapters

  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. IEEE Trans. Med. Imag., 32(5):821-837, May 2013. [bibtex-entry]


Conference articles

  1. 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]


  2. 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]


  3. 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]


  4. 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]


  5. 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]


  6. 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]


  7. 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]


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]



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