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A conditional random field approach for coupling local registration with robust tissue and structure segmentation

 Benoît Scherrer , Florence Forbes , Michel Dojat
MICCAI 2009 - 12th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2009, London, United Kingdom. pp.540-548, ⟨10.1007/978-3-642-04271-3_66⟩
Communication dans un congrès inserm-00517880v1
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Bayesian Markov model for cooperative clustering: application to robust MRI brain scan segmentation

 Florence Forbes , Scherrer Benoît , Dojat Michel
Journal de la Société Française de Statistique, 2011, 152 (3), pp.116-141
Article dans une revue inserm-00752896v1
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LOCUS: local cooperative unified segmentation of MRI brain scans

 Benoît Scherrer , Michel Dojat , Florence Forbes , Catherine Garbay
MICCAI07 - 10th International Conference on Medical Image Computing and Computer Assisted Intervention, Oct 2007, Brisbane, Australia. pp.219-227, ⟨10.1007/978-3-540-75757-3_27⟩
Communication dans un congrès inserm-00402276v1
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Agentification of Markov model-based segmentation: application to magnetic resonance brain scans.

 Benoît Scherrer , Michel Dojat , Florence Forbes , Catherine Garbay
Artificial Intelligence in Medicine, 2009, 46 (1), pp.81-95. ⟨10.1016/j.artmed.2008.08.012⟩
Article dans une revue inserm-00381395v1
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Fully Bayesian joint model for MR brain scan tissue and structure segmentation

 Benoit Scherrer , Florence Forbes , Catherine Garbay , Michel Dojat
11th International Conference on Medical Image Computing and Computer-Assisted Intervention – MICCAI 2008, Sep 2008, New York, NY, United States. pp.1066-1074, ⟨10.1007/978-3-540-85990-1_128⟩
Communication dans un congrès inserm-00356883v1
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A Joint Bayesian Framework for MR Brain Scan Tissue and Structure Segmentation Based on Distributed Markovian Agents

 Benoît Scherrer , Florence Forbes , Catherine Garbay , Michel Dojat
Isabelle Bichindaritz, Sachin Vaidya, Ashlesha Jain, and Lakhmi C. Jain. Computational Intelligence in Healthcare 4, Springer, pp.81-101, 2010, Studies in Computational Intelligence, ⟨10.1007/978-3-642-14464-6_5⟩
Chapitre d'ouvrage istex inserm-00659300v1
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MRF agent based segmentation: Application to MRI brain scans

 Benoit Scherrer , Dojat Michel , Florence Forbes , Catherine Garbay
AIME 2007 - 11th Conference on Artificial Intelligence in Medicine, Jul 2007, Amsterdam, Netherlands. pp.13-23, ⟨10.1007/978-3-540-73599-1_2⟩
Communication dans un congrès inserm-00519836v1
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Distributed local MRF models for tissue and structure brain segmentation

 Benoît Scherrer , Florence Forbes , Catherine Garbay , Michel Dojat
IEEE Transactions on Medical Imaging, 2009, 28 (8), pp.1278-1295. ⟨10.1109/TMI.2009.2014459⟩
Article dans une revue inserm-00402265v1
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Multimodal MRI segmentation of ischemic stroke lesions

 Yacine Kabir , Michel Dojat , Benoît Scherrer , Florence Forbes , Catherine Garbay
EMBS 2007 - 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Aug 2007, Lyon, France. pp.1595-1598, ⟨10.1109/IEMBS.2007.4352610⟩
Communication dans un congrès inserm-00402278v1
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